course: llm-zoomcamp-2025 leaderboard: - position: 1 display_name: Tim total_score: 129 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/a920604a/llm-zoomcamp-2025/tree/main/01-intro learning_in_public_links: - https://www.elastic.co/guide/en/elasticsearch/reference/8.17/getting-started.html - https://openrouter.ai/deepseek/deepseek-r1-0528-qwen3-8b:free/api - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 11 questions_score: 7 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/a920604a/llm-zoomcamp-2025/tree/main/02-vector-search learning_in_public_links: - https://qdrant.github.io/fastembed/ - https://github.com/qdrant/fastembed - https://qdrant.github.io/fastembed/examples/Hybrid_Search/#setup - https://qdrant.github.io/fastembed/Getting%20Started/ - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/a920604a/llm-zoomcamp-2025/tree/main/03-evaluation learning_in_public_links: - https://qdrant.tech/documentation/concepts/indexing/ - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/a920604a/llm-zoomcamp-2025/tree/main/workshop learning_in_public_links: - https://docs.cognee.ai/ - https://dlthub.com/docs/intro - https://neo4j.com/ - homework: Agents homework_slug: agents total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/a920604a/llm-zoomcamp-2025/tree/main/agent learning_in_public_links: - https://github.com/alexeygrigorev/minsearch - https://platform.openai.com/docs/api-reference/introduction - https://github.com/alexeygrigorev/rag-agents-workshop projects: - project: Project 1 project_slug: project1 total_score: 31 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 5 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/a920604a/llm-assistant learning_in_public_links: - https://mermaid.js.org/ - https://python.langchain.com/docs/integrations/llms/ollama/ - https://info.arxiv.org/help/api/user-manual.html#Architecture - https://langfuse.com/docs/observability/sdk/python/overview - https://python.langchain.com/api_reference/ollama/chat_models/langchain_ollama.chat_models.ChatOllama.html - project: Project 2 project_slug: project2 total_score: 31 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/a920604a/llm-assistant learning_in_public_links: - https://grafana.com/docs/grafana/latest/datasources/postgres/configure/ - project: Project 3 project_slug: project3 total_score: 28 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/a920604a/llm-assistant - position: 2 display_name: Alexander Daniel Rios total_score: 113 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_LLMZoomcamp2025_DataTalks.Club/blob/main/01_Introduction/01_Introduction.ipynb faq_contribution: "Ollama: How to install Ollama?\r\nFirst, install Ollama:\r\n\ \r\nGo to https://ollama.com/download\r\n\r\nChoose your operating system:\r\ \nmacOS: Download the .pkg and install\r\nWindows: Download the .msi and install\r\ \nLinux: Run this in terminal:\r\ncurl -fsSL https://ollama.com/install.sh |\ \ sh\r\nOpen a terminal and type:\r\nollama run llama3\r\nThis will:\r\nDownload\ \ the LLaMA 3 model (~4GB)\r\nStart the model locally\r\nOpen a chat-like interface\ \ where you can type questions\r\nTo test the Ollama local server, execute the\ \ following command:\r\n\r\ncurl http://localhost:11434\r\nYou should receive\ \ something like: \r\n\r\n{\"models\": [...]}\r\n\r\nThen, install the Python\ \ client:\r\n\r\npip install ollama\r\n\r\nHere, you have a minimal python example:\r\ \n\r\nimport ollama\r\n\r\nresponse = ollama.chat(\r\n model='llama3',\r\n\ \ messages=[{\"role\": \"user\", \"content\": your_prompt}]\r\n)\r\nprint(response['message']['content'])\r\ \n\r\nAdded by Alexander Daniel Rios" learning_in_public_links: - https://x.com/AleTBM_DS/status/1933679124364816560 - https://x.com/AleTBM_DS/status/1933679272935260291 - https://x.com/AleTBM_DS/status/1933679376874299405 - https://x.com/AleTBM_DS/status/1933679464631972101 - https://x.com/AleTBM_DS/status/1933679560551510532 - https://x.com/AleTBM_DS/status/1933679663257170135 - https://www.linkedin.com/posts/alexander-daniel-rios_llmzoomcamp-llm-ai-activity-7339463912506949632-Cawe?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC5kPBkBFxTQF-oUh0qtUIiAxUJ0TRxD_KU - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_LLMZoomcamp2025_DataTalks.Club/blob/main/02_Vector_Search/02_Vector_Search.ipynb faq_contribution: "Ollama: How to install Ollama?\r\nFirst, install Ollama:\r\n\ \r\nGo to https://ollama.com/download\r\n\r\nChoose your operating system:\r\ \nmacOS: Download the .pkg and install\r\nWindows: Download the .msi and install\r\ \nLinux: Run this in terminal:\r\ncurl -fsSL https://ollama.com/install.sh |\ \ sh\r\nOpen a terminal and type:\r\nollama run llama3\r\nThis will:\r\nDownload\ \ the LLaMA 3 model (~4GB)\r\nStart the model locally\r\nOpen a chat-like interface\ \ where you can type questions\r\nTo test the Ollama local server, execute the\ \ following command:\r\n\r\ncurl http://localhost:11434\r\nYou should receive\ \ something like: \r\n\r\n{\"models\": [...]}\r\n\r\nThen, install the Python\ \ client:\r\n\r\npip install ollama\r\n\r\nHere, you have a minimal python example:\r\ \n\r\nimport ollama\r\n\r\nresponse = ollama.chat(\r\n model='llama3',\r\n\ \ messages=[{\"role\": \"user\", \"content\": your_prompt}]\r\n)\r\nprint(response['message']['content'])\r\ \n\r\nAdded by Alexander Daniel Rios" learning_in_public_links: - https://x.com/AleTBM_DS/status/1939163732568863189 - https://x.com/AleTBM_DS/status/1939164004447834577 - https://x.com/AleTBM_DS/status/1939164176359850037 - https://x.com/AleTBM_DS/status/1939164290579091762 - https://x.com/AleTBM_DS/status/1939164408032227728 - https://x.com/AleTBM_DS/status/1939164566111612999 - https://www.linkedin.com/posts/alexander-daniel-rios_llmzoomcamp-vectorsearch-qdrant-activity-7344935398785101825-5UM5?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC5kPBkBFxTQF-oUh0qtUIiAxUJ0TRxD_KU - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_LLMZoomcamp2025_DataTalks.Club/blob/main/03_Evaluation/homework.ipynb faq_contribution: "Ollama: How to install Ollama?\r\nFirst, install Ollama:\r\n\ \r\nGo to https://ollama.com/download\r\n\r\nChoose your operating system:\r\ \nmacOS: Download the .pkg and install\r\nWindows: Download the .msi and install\r\ \nLinux: Run this in terminal:\r\ncurl -fsSL https://ollama.com/install.sh |\ \ sh\r\nOpen a terminal and type:\r\nollama run llama3\r\nThis will:\r\nDownload\ \ the LLaMA 3 model (~4GB)\r\nStart the model locally\r\nOpen a chat-like interface\ \ where you can type questions\r\nTo test the Ollama local server, execute the\ \ following command:\r\n\r\ncurl http://localhost:11434\r\nYou should receive\ \ something like: \r\n\r\n{\"models\": [...]}\r\n\r\nThen, install the Python\ \ client:\r\n\r\npip install ollama\r\n\r\nHere, you have a minimal python example:\r\ \n\r\nimport ollama\r\n\r\nresponse = ollama.chat(\r\n model='llama3',\r\n\ \ messages=[{\"role\": \"user\", \"content\": your_prompt}]\r\n)\r\nprint(response['message']['content'])\r\ \n\r\nAdded by Alexander Daniel Rios" learning_in_public_links: - https://x.com/AleTBM_DS/status/1951127155951219021 - https://x.com/AleTBM_DS/status/1951127267171586377 - https://x.com/AleTBM_DS/status/1951127336507613430 - https://x.com/AleTBM_DS/status/1951127419223462203 - https://x.com/AleTBM_DS/status/1951127486223331536 - https://x.com/AleTBM_DS/status/1951127533384061305 - https://x.com/AleTBM_DS/status/1951127592506966091 - homework: dlt Workshop homework_slug: dlt total_score: 7 questions_score: 3 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/aletbm/MySolutions_LLMZoomcamp2025_DataTalks.Club/blob/main/workshop/dlt/dlt.ipynb faq_contribution: "Ollama: How to install Ollama?\r\nFirst, install Ollama:\r\n\ \r\nGo to https://ollama.com/download\r\n\r\nChoose your operating system:\r\ \nmacOS: Download the .pkg and install\r\nWindows: Download the .msi and install\r\ \nLinux: Run this in terminal:\r\ncurl -fsSL https://ollama.com/install.sh |\ \ sh\r\nOpen a terminal and type:\r\nollama run llama3\r\nThis will:\r\nDownload\ \ the LLaMA 3 model (~4GB)\r\nStart the model locally\r\nOpen a chat-like interface\ \ where you can type questions\r\nTo test the Ollama local server, execute the\ \ following command:\r\n\r\ncurl http://localhost:11434\r\nYou should receive\ \ something like: \r\n\r\n{\"models\": [...]}\r\n\r\nThen, install the Python\ \ client:\r\n\r\npip install ollama\r\n\r\nHere, you have a minimal python example:\r\ \n\r\nimport ollama\r\n\r\nresponse = ollama.chat(\r\n model='llama3',\r\n\ \ messages=[{\"role\": \"user\", \"content\": your_prompt}]\r\n)\r\nprint(response['message']['content'])\r\ \n\r\nAdded by Alexander Daniel Rios" learning_in_public_links: - https://x.com/AleTBM_DS/status/1942704092654022802 - https://x.com/AleTBM_DS/status/1942704312452358238 - https://x.com/AleTBM_DS/status/1942704579063197975 - homework: Agents homework_slug: agents total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/aletbm/MySolutions_LLMZoomcamp2025_DataTalks.Club/blob/main/0a-Agents/homework.ipynb faq_contribution: "Ollama: How to install Ollama?\r\nFirst, install Ollama:\r\n\ \r\nGo to https://ollama.com/download\r\n\r\nChoose your operating system:\r\ \nmacOS: Download the .pkg and install\r\nWindows: Download the .msi and install\r\ \nLinux: Run this in terminal:\r\ncurl -fsSL https://ollama.com/install.sh |\ \ sh\r\nOpen a terminal and type:\r\nollama run llama3\r\nThis will:\r\nDownload\ \ the LLaMA 3 model (~4GB)\r\nStart the model locally\r\nOpen a chat-like interface\ \ where you can type questions\r\nTo test the Ollama local server, execute the\ \ following command:\r\n\r\ncurl http://localhost:11434\r\nYou should receive\ \ something like: \r\n\r\n{\"models\": [...]}\r\n\r\nThen, install the Python\ \ client:\r\n\r\npip install ollama\r\n\r\nHere, you have a minimal python example:\r\ \n\r\nimport ollama\r\n\r\nresponse = ollama.chat(\r\n model='llama3',\r\n\ \ messages=[{\"role\": \"user\", \"content\": your_prompt}]\r\n)\r\nprint(response['message']['content'])\r\ \n\r\nAdded by Alexander Daniel Rios" learning_in_public_links: - https://x.com/AleTBM_DS/status/1945545486078742635 - https://x.com/AleTBM_DS/status/1945545620564987905 - https://x.com/AleTBM_DS/status/1945545697547235338 - https://x.com/AleTBM_DS/status/1945545901667192938 - https://x.com/AleTBM_DS/status/1945546257654493365 - https://x.com/AleTBM_DS/status/1945546377884250374 - https://x.com/AleTBM_DS/status/1945546453822185899 projects: - project: Project 2 project_slug: project2 total_score: 50 project_score: 20 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/aletbm/RAG_Research_Assistant faq_contribution: "Ollama: How to install Ollama?\r\nFirst, install Ollama:\r\n\ \r\nGo to https://ollama.com/download\r\n\r\nChoose your operating system:\r\ \nmacOS: Download the .pkg and install\r\nWindows: Download the .msi and install\r\ \nLinux: Run this in terminal:\r\ncurl -fsSL https://ollama.com/install.sh |\ \ sh\r\nOpen a terminal and type:\r\nollama run llama3\r\nThis will:\r\nDownload\ \ the LLaMA 3 model (~4GB)\r\nStart the model locally\r\nOpen a chat-like interface\ \ where you can type questions\r\nTo test the Ollama local server, execute the\ \ following command:\r\n\r\ncurl http://localhost:11434\r\nYou should receive\ \ something like: \r\n\r\n{\"models\": [...]}\r\n\r\nThen, install the Python\ \ client:\r\n\r\npip install ollama\r\n\r\nHere, you have a minimal python example:\r\ \n\r\nimport ollama\r\n\r\nresponse = ollama.chat(\r\n model='llama3',\r\n\ \ messages=[{\"role\": \"user\", \"content\": your_prompt}]\r\n)\r\nprint(response['message']['content'])\r\ \n\r\nAdded by Alexander Daniel Rios" learning_in_public_links: - https://www.linkedin.com/posts/alexander-daniel-rios_rag-generativeai-llm-activity-7381484313105735680-Q-qv?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC5kPBkBFxTQF-oUh0qtUIiAxUJ0TRxD_KU - https://x.com/AleTBM_DS/status/1975709651200319661 - https://x.com/AleTBM_DS/status/1975709700940571022 - https://x.com/AleTBM_DS/status/1975709747710996958 - https://x.com/AleTBM_DS/status/1975709790006370757 - https://x.com/AleTBM_DS/status/1975709832159371390 - https://x.com/AleTBM_DS/status/1975709879735087170 - https://x.com/AleTBM_DS/status/1975709928607383757 - https://x.com/AleTBM_DS/status/1975709995657310295 - https://x.com/AleTBM_DS/status/1975710037583548463 - https://x.com/AleTBM_DS/status/1975710081997283653 - https://x.com/AleTBM_DS/status/1975710123155927376 - https://x.com/AleTBM_DS/status/1975710165237137894 - https://x.com/AleTBM_DS/status/1975710209671897093 - position: 3 display_name: Pedro Leitão total_score: 112 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/oleitao/llm-zoomcamp/blob/main/cohorts/2025/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/oleitao/llm-zoomcamp/blob/main/cohorts/2025/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/oleitao/llm-zoomcamp/tree/main/cohorts/2025/dlt%20Workshop/hw - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/oleitao/llm-zoomcamp/tree/main/cohorts/2025/agents projects: - project: Project 1 project_slug: project1 total_score: 31 project_score: 22 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/oleitao/llm-zoomcamp/tree/main/cohorts/2025/project - project: Project 2 project_slug: project2 total_score: 28 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/oleitao/llm-zoomcamp/blob/main/cohorts/2025/project/README.md - project: Project 3 project_slug: project3 total_score: 31 project_score: 22 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/oleitao/llm-zoomcamp/blob/main/cohorts/2025/project/README.md - position: 4 display_name: Diogo Costa total_score: 111 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/techwithcosta/llm-zoomcamp-2025/blob/main/01-intro/homework.py faq_contribution: This course is awesome, I want to learn a lot about LLM's. Thank you all :) learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7340847459654381568/ - https://youtu.be/W1PPbWu0vEo?feature=shared - https://youtu.be/vH2rJs-9ntk?feature=shared - https://youtu.be/BiGti0J91M4?feature=shared - https://youtu.be/Nm3eKx5uRIk?feature=shared - https://youtu.be/o06gnFZwDu4?feature=shared - https://youtu.be/Z3GQDzdU4ao?feature=shared - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/techwithcosta/llm-zoomcamp-2025/blob/main/02-vector-search/homework.py faq_contribution: This course is awesome, I want to learn a lot about LLM's. Thank you all :) learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7346125606285160449/ - https://youtu.be/Z3GQDzdU4ao?feature=shared - https://youtu.be/o06gnFZwDu4?feature=shared - https://youtu.be/Nm3eKx5uRIk?feature=shared - https://youtu.be/BiGti0J91M4?feature=shared - https://youtu.be/vH2rJs-9ntk?feature=shared - https://youtu.be/W1PPbWu0vEo?feature=shared - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/techwithcosta/llm-zoomcamp-2025/blob/main/03-evaluation/homework.py faq_contribution: This course is awesome, I want to learn a lot about LLM's. Thank you all :) learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:ugcPost:7353836648897380353/ - https://youtu.be/W1PPbWu0vEo?feature=shared - https://youtu.be/vH2rJs-9ntk?feature=shared - https://youtu.be/BiGti0J91M4?feature=shared - https://youtu.be/Nm3eKx5uRIk?feature=shared - https://youtu.be/o06gnFZwDu4?feature=shared - https://youtu.be/Z3GQDzdU4ao?feature=shared - homework: dlt Workshop homework_slug: dlt total_score: 7 questions_score: 3 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/techwithcosta/llm-zoomcamp-2025/blob/main/workshops/dlt/homework.py faq_contribution: This course is awesome, I want to learn a lot about LLM's. Thank you all :) learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7349113189143343104/ - https://youtu.be/BiGti0J91M4?feature=shared - https://youtu.be/o06gnFZwDu4?feature=shared - homework: Agents homework_slug: agents total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/techwithcosta/llm-zoomcamp-2025/tree/main/workshops/agents faq_contribution: This course is awesome, I want to learn a lot about LLM's. Thank you all :) learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7352086878453432320/ - https://youtu.be/Nm3eKx5uRIk - https://youtu.be/S4V3woztrXg - https://youtu.be/4lvT83xQ1-8 - https://youtu.be/I8tCpvZz778 - https://youtu.be/HyfktNvJL3k - https://youtu.be/Lntge_IhnC4 projects: - project: Project 3 project_slug: project3 total_score: 47 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/techwithcosta/youtube-rag-submission faq_contribution: This course was awesome, learned a lot about LLM's. Thank you all :) learning_in_public_links: - https://www.linkedin.com/posts/costadms_llm-rag-python-activity-7353836650122166272-5Q3B?utm_source=share&utm_medium=member_desktop&rcm=ACoAABpIZ_QBK0N4Hd2Pe9HTIfourEMh46w-whk - https://www.linkedin.com/posts/costadms_agents-openai-llm-activity-7352086878453432320-0F-1?utm_source=share&utm_medium=member_desktop&rcm=ACoAABpIZ_QBK0N4Hd2Pe9HTIfourEMh46w-whk - https://www.linkedin.com/posts/costadms_llm-rag-python-activity-7349113189143343104-m9W4?utm_source=share&utm_medium=member_desktop&rcm=ACoAABpIZ_QBK0N4Hd2Pe9HTIfourEMh46w-whk - https://www.linkedin.com/posts/costadms_llm-rag-python-activity-7346125606285160449-iEKH?utm_source=share&utm_medium=member_desktop&rcm=ACoAABpIZ_QBK0N4Hd2Pe9HTIfourEMh46w-whk - https://www.linkedin.com/posts/costadms_llm-elasticsearch-rag-activity-7340847459654381568-UPvr?utm_source=share&utm_medium=member_desktop&rcm=ACoAABpIZ_QBK0N4Hd2Pe9HTIfourEMh46w-whk - https://www.youtube.com/watch?v=gTf32sX9ci0 - https://www.youtube.com/watch?v=V_G2_uCE8ug - https://www.youtube.com/watch?v=S6QcRUjpQgk - https://www.youtube.com/watch?v=4dixKFaZYb4 - https://www.youtube.com/watch?v=ujKNOYKi88A - https://www.youtube.com/watch?v=zV0Q-gcoBA0 - https://www.youtube.com/watch?v=67opvHhjkME - https://www.youtube.com/watch?v=Lntge_IhnC4 - https://www.youtube.com/watch?v=HyfktNvJL3k - position: 5 display_name: Jesus Oviedo Riquelme total_score: 105 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/jesusoviedo/llm-zoomcamp-knowledge-base/tree/main/homework1 learning_in_public_links: - https://medium.com/@j92riquelme/cómo-lograr-que-una-ia-responda-con-precisión-sobre-mis-propios-documentos-e7959a816cef - https://medium.com/@j92riquelme/attention-is-all-you-need-la-chispa-que-encendió-la-revolución-de-la-ia-generativa-5c987353039b - https://medium.com/@j92riquelme/modelos-de-lenguaje-extensos-y-prompts-339082864872 - https://medium.com/@j92riquelme/el-ciclo-de-vida-de-un-proyecto-de-ia-de-la-idea-a-la-implementaci%C3%B3n-bae6794121f3 - https://medium.com/@j92riquelme/del-prompt-a-la-respuesta-el-poder-de-los-large-language-models-b4a28663fed9 - https://www.linkedin.com/posts/jesusoviedoriquelme_get-started-elastic-docs-activity-7340220950208000000-mRPM?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_llmzoomcamp-ia-llm-activity-7340415664085434369-mftQ?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/jesusoviedo/llm-zoomcamp-knowledge-base/tree/main/homework2 learning_in_public_links: - https://medium.com/@j92riquelme/estrellas-en-el-cielo-semántico-búsqueda-vectorial-con-qdrant-89072b49f418 - https://medium.com/@j92riquelme/búsqueda-vectorial-organización-de-datos-modelos-de-incrustación-y-similitud-semántica-75954ec9b6aa - https://medium.com/@j92riquelme/mapeando-el-universo-semántico-con-qdrant-de-vectores-a-visualización-9dcfa078a21a - https://medium.com/@j92riquelme/navegando-el-espacio-sem%C3%A1ntico-una-gu%C3%ADa-t%C3%A9cnica-para-b%C3%BAsquedas-de-similitud-y-filtrado-con-qdrant-75d1b82cc1e2 - https://medium.com/@j92riquelme/construyendo-un-sistema-rag-con-qdrant-a551390b8f30 - https://medium.com/@j92riquelme/dominando-la-busqueda-hibrida-qdrant-vectores-dispersos-y-fusion-f8e82d5afb06 - https://medium.com/@j92riquelme/del-rag-clasico-a-la-busqueda-hibrida-con-qdrant-5b8f67a39e86 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/jesusoviedo/llm-zoomcamp-knowledge-base/tree/main/homework3 learning_in_public_links: - https://www.linkedin.com/posts/jesusoviedoriquelme_evaluacon-rag-activity-7353995589434454016-M0s9?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_ground-truth-activity-7354294370633736192-YzbF?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_metricas-de-evaluacion-activity-7354722831600877568-LDLt?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_herramientas-de-evaluacion-activity-7355422552854294530-j2Sf?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_evaluacion-offiline-y-online-activity-7355596409733111808-4pkp?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://medium.com/@j92riquelme/la-arquitectura-de-la-confianza-una-guia-para-la-evaluacion-de-sistemas-de-ia-be5be4aed808 - https://medium.com/@j92riquelme/como-realizar-una-evaluacion-offline-con-un-dataset-de-peliculas-reales-b538933d5581 - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/jesusoviedo/llm-zoomcamp-knowledge-base/tree/main/hw_workshop1 learning_in_public_links: - https://medium.com/@j92riquelme/de-la-ingesta-de-datos-a-la-inferencia-cognitiva-una-arquitectura-moderna-con-dlt-rag-cognee-e18fdd6e94f8 - https://medium.com/@j92riquelme/dominando-cognee-estructuracion-de-conocimiento-con-pipelines-ontologias-y-el-sdk-4ae15fdddb1b - https://medium.com/@j92riquelme/puede-una-ia-entender-la-constitucion-del-paraguay-mi-experiencia-con-dlt-y-cognee-6715f5708b83 - homework: Agents homework_slug: agents total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/jesusoviedo/llm-zoomcamp-knowledge-base/tree/main/hw_workshop2 learning_in_public_links: - https://www.linkedin.com/posts/jesusoviedoriquelme_from-rag-to-agents-making-smart-ai-assistants-activity-7350369303029862400-tAbm?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_agentes-activity-7350534883305308160-1BwU?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://medium.com/@j92riquelme/la-revolucion-agentica-6c055c8fe405 - https://www.linkedin.com/posts/jesusoviedoriquelme_agentic-rag-activity-7350611281315299328-QnO5?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_agentic-search-activity-7351059995393687552-3KhQ?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_tool-use-activity-7351081033506684928-zSwi?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 - https://www.linkedin.com/posts/jesusoviedoriquelme_mcp-activity-7351233604414255105-UGYi?utm_source=share&utm_medium=member_desktop&rcm=ACoAAApHIzYBhv6yayVnBRouNndL7xFiUQMJyy0 projects: - project: Project 3 project_slug: project3 total_score: 46 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 0 passed: true github_link: https://github.com/jesusoviedo/lus-laboris-py learning_in_public_links: - https://dev.to/jesus_oviedoriquelme_084/construyendo-un-sistema-rag-para-derecho-laboral-paraguayo-3ik2 - https://dev.to/jesus_oviedoriquelme_084/llpy-02-configurando-un-entorno-de-desarrollo-moderno-con-uv-3j0o - https://dev.to/jesus_oviedoriquelme_084/llpy-03-extraccion-y-procesamiento-inteligente-de-datos-legales-1c4j - https://dev.to/jesus_oviedoriquelme_084/llpy-04-vectorizacion-y-embeddings-preparando-datos-para-rag-3o40 - https://dev.to/jesus_oviedoriquelme_084/llpy-05-qdrant-la-base-de-datos-vectorial-del-sistema-rag-38a1 - https://dev.to/jesus_oviedoriquelme_084/llpy-06-fastapi-construyendo-una-api-rest-robusta-para-rag-2ph6 - https://dev.to/jesus_oviedoriquelme_084/llpy-07-integrando-llms-openai-y-google-gemini-1a5h - https://dev.to/jesus_oviedoriquelme_084/llpy-08-reranking-mejorando-la-precision-de-busqueda-3ddk - https://dev.to/jesus_oviedoriquelme_084/llpy-09-phoenix-y-opentelemetry-observabilidad-completa-1kn3 - https://dev.to/jesus_oviedoriquelme_084/llpy-10-autenticacion-jwt-con-rsa-seguridad-stateless-39ho - https://dev.to/jesus_oviedoriquelme_084/llpy-11-terraform-infraestructura-como-codigo-57dp - https://dev.to/jesus_oviedoriquelme_084/llpy-12-docker-y-containerizacion-de-desarrollo-a-produccion-1fpm - https://dev.to/jesus_oviedoriquelme_084/llpy-13-cicd-con-github-actions-automatizacion-completa-ij6 - https://dev.to/jesus_oviedoriquelme_084/llpy-14-evaluacion-y-metricas-de-calidad-midiendo-el-exito-del-rag-o3k - position: 6 display_name: Priceless Willis total_score: 103 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_LLMOPS/tree/main/module1 faq_contribution: "Question\r\nHow can I improve search results using embeddings\ \ instead of just keywords?\r\n\r\nAnswer\r\nUse sentence-transformers to generate\ \ embeddings and store them as dense vectors in ElasticSearch.\r\n\r\nfrom sentence_transformers\ \ import SentenceTransformer\r\nmodel = SentenceTransformer('all-MiniLM-L6-v2')\r\ \n\r\n# Add embedding field to mapping\r\n\"embedding\": {\"type\": \"dense_vector\"\ , \"dims\": 384}\r\n\r\n# Index with embedding\r\ndoc['embedding'] = model.encode(f\"\ {doc['question']} {doc['text']}\").tolist()\r\n\r\n# Search using cosine similarity\r\ \n\"script_score\": {\"script\": {\"source\": \"cosineSimilarity(params.query_vector,\ \ 'embedding') + 1.0\"}}\r\nThis improves relevance by 20-40% compared to keyword-only\ \ search." learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3lrqnhtm5qk2j - https://x.com/codegrokker/status/1934685195464216768 - https://bsky.app/profile/codegrokker.bsky.social/post/3lrqnlhs5dc2f - https://x.com/codegrokker/status/1934685511265997046 - https://x.com/codegrokker/status/1934685688592765014 - https://bsky.app/profile/codegrokker.bsky.social/post/3lrqnnsu3n22f - https://bsky.app/profile/codegrokker.bsky.social/post/3lrqnpocnhs2f - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_LLMOPS/blob/main/module2/script.py faq_contribution: "Vector Search & Embeddings FAQ \U0001F50D\r\n\r\nHow do I build\ \ a complete semantic search pipeline with fastembed and Qdrant?\r\n```python\r\ \nfrom fastembed import TextEmbedding\r\nfrom qdrant_client import QdrantClient\r\ \nfrom qdrant_client.http.models import VectorParams, Distance\r\n\r\n# Initialize\ \ embedder and client\r\nembedder = TextEmbedding(model_name=\"jinaai/jina-embeddings-v2-small-en\"\ )\r\nclient = QdrantClient(\":memory:\")\r\nclient.create_collection(\"docs\"\ , vectors_config=VectorParams(size=512, distance=Distance.COSINE))\r\n\r\n#\ \ Index documents and search\r\ndocs_embeddings = [next(embedder.embed([doc]))\ \ for doc in documents] # normalized 512-dim vectors\r\nquery_embedding = next(embedder.embed([\"\ your search query\"]))\r\nresults = client.search(\"docs\", query_vector=query_embedding,\ \ limit=3) # Get top 3 matches\r\n```\r\nThis snippet demonstrates the complete\ \ flow: initializing the embedding model and vector database, converting documents\ \ to embeddings, and performing semantic search. The embeddings are automatically\ \ normalized (length=1.0), making cosine similarity calculations efficient.\ \ Qdrant handles all the heavy lifting of vector indexing and approximate nearest\ \ neighbor search internally." learning_in_public_links: - https://x.com/codegrokker/status/1940087748549136564 - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw56uzups2o - https://x.com/codegrokker/status/1940088139621835248 - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw5acyhcs2o - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw5byqp622o - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw5cxkwqc2o - https://bsky.app/profile/codegrokker.bsky.social/post/3lsw5dsgeos2o - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 12 questions_score: 5 faq_score: 1 learning_in_public_score: 6 homework_link: https://github.com/Deathslayer89/DTC_LLMOPS/tree/main/module5 faq_contribution: "## Q: How to implement a hybrid search evaluation system that\ \ combines multiple search methods and automatically selects the best performing\ \ approach for different query types?\r\n\r\n**A:** Create a meta-evaluation\ \ framework that tests different search strategies and uses query classification\ \ to route to the optimal method. This approach can significantly improve overall\ \ search performance by leveraging the strengths of each method.\r\n\r\n```python\r\ \ndef hybrid_search_evaluator(documents, ground_truth):\r\n # Initialize\ \ different search methods\r\n minsearch_index = minsearch.Index(text_fields=[\"\ question\", \"section\", \"text\"])\r\n vector_pipeline = make_pipeline(TfidfVectorizer(),\ \ TruncatedSVD(n_components=128))\r\n qdrant_client = QdrantClient(\"localhost\"\ , port=6333)\r\n \r\n # Query classifier based on characteristics\r\n\ \ def classify_query(query):\r\n if len(query['question'].split())\ \ <= 3:\r\n return 'exact_match' # Use Minsearch for short queries\r\ \n elif any(word in query['question'].lower() for word in ['how', 'why',\ \ 'what']):\r\n return 'semantic' # Use vector search for conceptual\ \ queries\r\n else:\r\n return 'hybrid' # Use Qdrant\ \ for complex queries\r\n \r\n # Route to appropriate search method\r\n\ \ def smart_search(query):\r\n query_type = classify_query(query)\r\ \n if query_type == 'exact_match':\r\n return minsearch_index.search(query['question'],\ \ num_results=5)\r\n elif query_type == 'semantic':\r\n return\ \ vector_search(query, vector_pipeline)\r\n else:\r\n return\ \ qdrant_search(query, qdrant_client)\r\n \r\n return evaluate(ground_truth,\ \ smart_search)\r\n```" learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3lv4lrar3ic25 - https://bsky.app/profile/codegrokker.bsky.social/post/3lv4lqu5x3s25 - https://bsky.app/profile/codegrokker.bsky.social/post/3lv4lpauths25 - https://bsky.app/profile/codegrokker.bsky.social/post/3lv4lmqty7c25 - https://bsky.app/profile/codegrokker.bsky.social/post/3lv4lmamrx225 - https://bsky.app/profile/codegrokker.bsky.social/post/3lv4ll3gzok25 - homework: dlt Workshop homework_slug: dlt total_score: 7 questions_score: 3 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/Deathslayer89/DTC_LLMOPS/blob/main/module3/script.py faq_contribution: "How can I customize the embedding model in dlt's Qdrant pipeline\ \ while maintaining collection versioning?\r\n\r\nYou can override dlt's default\ \ embedding configuration by creating a custom pipeline settings class. Here's\ \ how to use SentenceTransformers with specific model parameters and collection\ \ versioning:\r\n\r\n```python\r\nfrom dlt.destinations.qdrant import QdrantSettings\r\ \nfrom sentence_transformers import SentenceTransformer\r\n\r\nclass CustomQdrantSettings(QdrantSettings):\r\ \n def __init__(self):\r\n super().__init__()\r\n self.embedding_model\ \ = SentenceTransformer(\r\n 'BAAI/bge-large-en-v1.5',\r\n \ \ device='cuda', # Leverage GPU if available\r\n cache_folder='./model_cache'\r\ \n )\r\n self.collection_postfix = f\"v{self.schema_version}\"\ \ # Version control\r\n self.vector_size = 1024 # Match model output\ \ dimension\r\n\r\n# Initialize pipeline with custom settings\r\nqdrant_dest\ \ = qdrant(\r\n collection_name=\"zoomcamp_data\",\r\n settings=CustomQdrantSettings(),\r\ \n text_field=\"question\", # Field to embed\r\n metadata_fields=[\"\ course\", \"section\"] # Additional payload fields\r\n)\r\n```\r\n\r\nThis\ \ setup gives you fine-grained control over the embedding process while maintaining\ \ collection versioning through schema changes. The `collection_postfix` ensures\ \ clean upgrades when your schema evolves, and the custom embedding model configuration\ \ allows for production-grade performance tuning." learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3ltphsccmuc2v - https://bsky.app/profile/codegrokker.bsky.social/post/3ltphtfjgi22v - https://bsky.app/profile/codegrokker.bsky.social/post/3ltphvhvi7c2v - homework: Agents homework_slug: agents total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Deathslayer89/DTC_LLMOPS/tree/main/module4 faq_contribution: "## How to implement authentication in MCP?\r\n**A:** Use decorators\ \ with HMAC signatures:\r\n```python\r\ndef require_auth(func):\r\n def wrapper(*args,\ \ **kwargs):\r\n if not verify_signature(kwargs.get('signature')):\r\n\ \ raise SecurityError(\"Invalid auth\")\r\n return func(*args,\ \ **kwargs)\r\n return wrapper\r\n```" learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3lu3wjnqmv22r - https://bsky.app/profile/codegrokker.bsky.social/post/3lu3wiz5j3k2r - https://bsky.app/profile/codegrokker.bsky.social/post/3lu3whzxpfk2r - https://bsky.app/profile/codegrokker.bsky.social/post/3lu3whily722r - https://bsky.app/profile/codegrokker.bsky.social/post/3lu3wfm63gk2r - https://bsky.app/profile/codegrokker.bsky.social/post/3lu3wefnts22r - https://bsky.app/profile/codegrokker.bsky.social/post/3lu3wdkh2kk2r projects: - project: Project 3 project_slug: project3 total_score: 41 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Deathslayer89/documind faq_contribution: "## How does the RAG pipeline handle context retrieval and prompt\ \ construction?\r\n\r\nThe system uses ChromaDB's cosine similarity search on\ \ Google's `text-embedding-004` vectors to retrieve the top-k most relevant\ \ document chunks (optimized to k=3 based on evaluation). Retrieved chunks are\ \ concatenated with metadata, then injected into a LangChain `PromptTemplate`\ \ with explicit instructions to prevent hallucinations. The LLM (Gemini Pro)\ \ receives both the context and query, generating answers only from provided\ \ information or explicitly stating when context is insufficient.\r\n\r\n###\ \ Code Example\r\n\r\n```python\r\nfrom langchain.chains import RetrievalQA\r\ \nfrom langchain_google_genai import ChatGoogleGenerativeAI\r\n\r\n# Create\ \ QA chain with optimized retriever\r\nqa_chain = RetrievalQA.from_chain_type(\r\ \n llm=ChatGoogleGenerativeAI(model=\"gemini-pro\", temperature=0),\r\n \ \ retriever=vector_store.as_retriever(search_kwargs={\"k\": 3}),\r\n return_source_documents=True\r\ \n)\r\n\r\n# Query returns answer + source chunks\r\nresult = qa_chain({\"query\"\ : \"What is the Floyd-Warshall algorithm?\"})\r\nprint(f\"Answer: {result['result']}\"\ )\r\nprint(f\"Sources: {[doc.metadata['source'] for doc in result['source_documents']]}\"\ )\r\n```" learning_in_public_links: - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m75tc32k2k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m772u3qs2k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7aemmck2k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7bndzc22k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7d4gu222k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7dxn3p22k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7k5ceus2k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7kznuw22k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7phwcnk2k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7qbc2ac2k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7rbq22k2k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7rwmkn22k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7vnq7c22k - https://bsky.app/profile/codegrokker.bsky.social/post/3m3m7wnlqc22k - position: 7 display_name: Abdelrahman Adnan total_score: 101 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 12 questions_score: 6 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/01-intro/homework-01.ipynb learning_in_public_links: - https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/01-intro/README.md - https://dev.to/abdelrahman_adnan/llm-zoomcamp-week-1-retrieval-augmented-generation-rag-2399 - https://gist.github.com/Abdelrahman-Adnan/1bc7a6f0c7ec8f3289246ae7ecc8e72d - https://medium.com/@abdoadnan801/llm-zoomcamp-week-1-retrieval-augmented-generation-rag-018594f2fb98 - https://x.com/AbdelrhmanAdna7/status/1934738442031968362 - https://x.com/AbdelrhmanAdna7/status/1934738657778311518 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/02-vector-search/homework-02.ipynb learning_in_public_links: - https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/02-vector-search/README.md - https://gist.github.com/Abdelrahman-Adnan/46c5176cfc5da17722bd1bee94a9c5e2 - https://gist.github.com/Abdelrahman-Adnan/68e934355f50b53fc36780fcef652163 - https://dev.to/abdelrahman_adnan/llm-zoomcamp-module-2-chapter-1-vector-search-foundations-theory-578h - https://dev.to/abdelrahman_adnan/llm-zoomcamp-module-2-chapter-2-practical-implementation-advanced-techniques-3kgb - https://x.com/AbdelrhmanAdna7/status/1939855859456094404 - https://x.com/AbdelrhmanAdna7/status/1939856100003598716 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/3.Evalution/evalution_homework.ipynb learning_in_public_links: - https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/3.Evalution/README.md - https://gist.github.com/Abdelrahman-Adnan/8de1a1870ded18f372df90445d45631c - https://dev.to/abdelrahman_adnan/llm-evaluation-foundations-building-your-knowledge-base-k44 - https://gist.github.com/Abdelrahman-Adnan/95dcb194d6d57156be0d98e0ff34c96e - https://dev.to/abdelrahman_adnan/mastering-retrieval-and-answer-quality-evaluation-28p9 - https://gist.github.com/Abdelrahman-Adnan/c03f70727924a763df149b053892b83a - https://dev.to/abdelrahman_adnan/advanced-implementation-and-production-excellence-4619 - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/workshops/dlt/dlt-workshop-homework.ipynb learning_in_public_links: - https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/workshops/dlt/README.md - https://gist.github.com/Abdelrahman-Adnan/690790fa5ab3ebc7486999c56c052ef0 - https://gist.github.com/Abdelrahman-Adnan/e4543ada93567bef048222394e149028 - homework: Agents homework_slug: agents total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/0a-Agents/agents_homework.ipynb learning_in_public_links: - https://github.com/Abdelrahman-Adnan/llm-zoomcamp/blob/main/0a-Agents/README.md - https://gist.github.com/Abdelrahman-Adnan/5561aac011a1bd6036f5880bf1346d5a - https://dev.to/abdelrahman_adnan/part-1-foundation-basic-rag-and-agentic-concepts-1gik - https://gist.github.com/Abdelrahman-Adnan/8a80d79889b33b80a9ff1d605ee96fea - https://dev.to/abdelrahman_adnan/part-2-advanced-openai-function-calling-iterative-search-dm6 - https://dev.to/abdelrahman_adnan/part-3-professional-enterprise-patterns-production-deployment-23bi - https://gist.github.com/Abdelrahman-Adnan/d6ee4381860d9c8e74690e5c54eef9d9 projects: - project: Project 2 project_slug: project2 total_score: 44 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Abdelrahman-Adnan/medical-rag-assistant learning_in_public_links: - https://gist.github.com/Abdelrahman-Adnan/ff2d4baa3b4d07a407c9401ebbd2cda5 - https://gist.github.com/Abdelrahman-Adnan/6b3d162807f3bdd39dc0477f758e05a3 - https://gist.github.com/Abdelrahman-Adnan/e96cbab4d421dadc662b97698d8921ee - https://gist.github.com/Abdelrahman-Adnan/9cbe0d4638d315537b402c92a92445f5 - https://dev.to/abdelrahman_adnan/-medical-rag-architecture-overview-llmszoomcamp-3mob - https://x.com/AbdelrhmanAdna7/status/1974540348069441651 - https://dev.to/abdelrahman_adnan/-comprehensive-monitoring-observability-llmszoomcamp-3985 - https://x.com/AbdelrhmanAdna7/status/1974540994306781225 - https://dev.to/abdelrahman_adnan/-data-ingestion-vector-store-llmszoomcamp-iob - https://x.com/AbdelrhmanAdna7/status/1974541531177771174 - https://dev.to/abdelrahman_adnan/-medical-rag-architecture-overview-llmszoomcamp-7h - https://x.com/AbdelrhmanAdna7/status/1974542373012328521 - https://x.com/AbdelrhmanAdna7/status/1974543331150680538 - https://x.com/AbdelrhmanAdna7/status/1974543974200393744 - position: 8 display_name: Pensive Woese total_score: 101 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/niting9881/llm-zoomcamp/tree/main/01-intro faq_contribution: https://github.com/niting9881/llm-zoomcamp/blob/main/01-intro/README.md learning_in_public_links: - https://www.linkedin.com/posts/niting123_llmzoomcamp-llm-rag-activity-7339761458718646273-fvnq?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/niting9881/llm-zoomcamp/tree/main/02-vector-search faq_contribution: https://github.com/niting9881/llm-zoomcamp/blob/main/02-vector-search/README.md learning_in_public_links: - https://www.linkedin.com/posts/niting123_llmzoomcamp-qdrant-ai-activity-7343076365753049089-amSc?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 4 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/niting9881/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb faq_contribution: https://github.com/niting9881/llm-zoomcamp/blob/main/03-evaluation/README.md learning_in_public_links: - 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https://www.linkedin.com/posts/niting123_machinelearning-llm-rag-share-7385798412455165952-m5ML?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA_MVQwBwgtpcYb8xoK0uT5e_SZg316NlVo - position: 9 display_name: Marcelo Nieva total_score: 96 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/marcelonieva7/llm_zoomcamp learning_in_public_links: - https://www.threads.com/@marcelo7nieva/post/DK-et4DyWYK - https://www.threads.com/@marcelo7nieva/post/DK-e_W7SSfk - https://bsky.app/profile/marcelonieva.bsky.social/post/3lrqvr5rkec2x - https://bsky.app/profile/marcelonieva.bsky.social/post/3lrqvt3wa2k2x - https://www.linkedin.com/posts/marcelo-nieva_github-datatalksclubllm-zoomcamp-llm-activity-7340489131480768512-n55u?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADHIbiIBtzP2r0N73aFaBUY6JhA0Vw3KAhs - https://www.linkedin.com/posts/marcelo-nieva_llm-rag-ai-activity-7340489245930803200-SvNY?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADHIbiIBtzP2r0N73aFaBUY6JhA0Vw3KAhs - https://x.com/nieva_marcelo_/status/1934725120485884219 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/marcelonieva7/llm_zoomcamp/tree/main/02--vector%20search learning_in_public_links: - https://x.com/nieva_marcelo_/status/1939818365373055380 - https://www.threads.com/@marcelo7nieva/post/DLitRUeSk26?xmt=AQF0yyfao5ESbax2-hYYaqtt7-6bUqXMw3aDdHZidkmzMQ - https://bsky.app/profile/marcelonieva.bsky.social/post/3lsubi2mows24 - https://www.linkedin.com/posts/marcelo-nieva_llm-rag-qdrant-activity-7345585278989864960-iMB3?utm_source=share&utm_medium=member_desktop&rcm=ACoAADHIbiIBtzP2r0N73aFaBUY6JhA0Vw3KAhs - https://x.com/nieva_marcelo_/status/1939819718166167792 - https://www.threads.com/@marcelo7nieva/post/DLity1Uy-Mz - https://bsky.app/profile/marcelonieva.bsky.social/post/3lsubp4jk6k24 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/marcelonieva7/llm_zoomcamp/blob/main/03-evaluation/homework.ipynb learning_in_public_links: - https://www.threads.com/@marcelo7nieva/post/DMq3pPHsMiP - https://www.threads.com/@marcelo7nieva/post/DMq3zS_sPBk - https://bsky.app/profile/marcelonieva.bsky.social/post/3lv2qxc3nss22 - https://bsky.app/profile/marcelonieva.bsky.social/post/3lv2qxtcftk22 - https://x.com/nieva_marcelo_/status/1949977129065623912 - https://x.com/nieva_marcelo_/status/1949977240399237571 - https://www.linkedin.com/posts/marcelo-nieva_llmzoomcamp-activity-7355743737160830977-OuRL?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADHIbiIBtzP2r0N73aFaBUY6JhA0Vw3KAhs - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/marcelonieva7/llm_zoomcamp/tree/main/workshop-dlt learning_in_public_links: - https://bsky.app/profile/marcelonieva.bsky.social/post/3ltn5xewahk2y - https://bsky.app/profile/marcelonieva.bsky.social/post/3ltn67it3522y - https://x.com/nieva_marcelo_/status/1943407692099342392 - homework: Agents homework_slug: agents total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/marcelonieva7/llm_zoomcamp/tree/main/workshop-agents faq_contribution: "- Problem: free models with tool calling support https://datatalks-club.slack.com/archives/C06TEGTGM3J/p1752446720765549\r\ \n- FAQ\r\n _question: Any free models with tool use support?\r\n _answer:\ \ Several Groq models offer tool use, such as Deepseek R1 or Llama 4, all of\ \ which can be used for free for development\r\nhttps://console.groq.com/docs/tool-use\r\ \nAdded by Marcelo Nieva\r\n\r\n- Problem: why are we not using Langchain in\ \ the course https://datatalks-club.slack.com/archives/C06TEGTGM3J/p1752470129085709\r\ \n- FAQ\r\n _question: Why are we not using Langchain in the course?\r\n\ \ _answer: Langchain is a framework for building LLM-powered apps. We're\ \ not using it to learn the basics; think of it like learning HTML, CSS, and\ \ JavaScript before learning React or Angular." learning_in_public_links: - https://x.com/nieva_marcelo_/status/1945243544186159334 - https://x.com/nieva_marcelo_/status/1945245102663778319 - https://www.threads.com/@marcelo7nieva/post/DMJRG1dyXRb - https://www.threads.com/@marcelo7nieva/post/DMJRDE5y9aA - https://bsky.app/profile/marcelonieva.bsky.social/post/3ltzwkcsac22s - https://bsky.app/profile/marcelonieva.bsky.social/post/3ltzwkrgvec2s - https://www.linkedin.com/posts/marcelo-nieva_llmzoomcamp-activity-7351016622532288514-CZGj?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADHIbiIBtzP2r0N73aFaBUY6JhA0Vw3KAhs projects: - project: Project 3 project_slug: project3 total_score: 36 project_score: 22 peer_review_score: 9 project_learning_in_public_score: 5 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/marcelonieva7/AA_Bot learning_in_public_links: - https://bsky.app/profile/marcelonieva.bsky.social/post/3m3lf5zrrxc2w - https://x.com/nieva_marcelo_/status/1980043964695601368 - https://x.com/nieva_marcelo_/status/1980044055766520038 - https://www.threads.com/@marcelo7nieva/post/DQAhx0tkTgw - https://www.linkedin.com/posts/marcelo-nieva_llmzoomcamp-datatalks-machinelearning-activity-7385810308491190272-BMiQ?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADHIbiIBtzP2r0N73aFaBUY6JhA0Vw3KAhs - position: 10 display_name: Maxkaizo (José Luis Martínez) total_score: 92 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/llm_2025/blob/main/01_intro/homework.ipynb faq_contribution: "OpenAI: Why does my token count differ from what OpenAI reports?\r\ \nWhen using tiktoken.encode() to count tokens in your prompt, you might get\ \ a number like 320, while OpenAI’s API response reports something like 327.\ \ This is expected and due to internal tokens added by OpenAI’s chat formatting.\r\ \nHere’s what happens under the hood:\r\nEach message in a chat.completions.create()\ \ call (e.g., {role: \"user\", content: \"...\"}) adds 4 structural tokens (role,\ \ content, separators).\r\n\r\n\r\nThe API also adds 2 tokens globally to mark\ \ the start of assistant response generation.\r\n\r\n\r\nAny extra newlines,\ \ whitespace, or uncommon Unicode characters in your content may slightly increase\ \ the token count.\r\n\r\n\r\nSo even if your visible text is 320 tokens, OpenAI\ \ may count 327 due to these internal additions.\r\nAdded by José Luis Martínez\ \ (Maxkaizo)" learning_in_public_links: - https://www.linkedin.com/posts/jlmartinezol_llmzoomcamp2025-ai-llms-activity-7339173509484429312-VVXc?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://medium.com/@pptmtz/llm-zoomcamp-picking-up-where-i-left-off-this-time-with-purpose-8a2e6ebf9f4e - https://x.com/Maxkaizo_/status/1933417538576331066 - https://x.com/Maxkaizo_/status/1933606636418908353 - https://x.com/Maxkaizo_/status/1933606750424371441 - https://x.com/Maxkaizo_/status/1933606856632775111 - https://x.com/Maxkaizo_/status/1933607866037850568 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/llm_2025/blob/main/02_vector-search/homework/homework.md faq_contribution: "Why does cosine similarity reduce to a matrix multiplication\ \ between the embeddings and the query vector?\r\n\r\nCosine similarity measures\ \ how aligned two vectors are, regardless of their magnitude. When all vectors\ \ (including the query) are normalized to unit length, their magnitudes no longer\ \ matter. In this case, cosine similarity is equivalent to simply taking the\ \ dot product between the query and each document embedding. This allows us\ \ to compute similarities efficiently using matrix multiplication.\r\nAdded\ \ by José Luis Martínez" learning_in_public_links: - https://x.com/Maxkaizo_/status/1938695492621455717 - https://x.com/Maxkaizo_/status/1938696344845144087 - https://x.com/Maxkaizo_/status/1938697742231965812 - https://www.linkedin.com/posts/jlmartinezol_llm-rag-vectorsearch-activity-7344465051434573824-jAo0?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1938700250656739637 - https://x.com/Maxkaizo_/status/1938700817407594766 - https://x.com/Maxkaizo_/status/1938700975918751945 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/llm_2025/blob/main/03_evaluation/homework/hw.md faq_contribution: "Question: Why was .dot(...) used directly to compute cosine\ \ similarity in the lesson, but normalization is emphasized in the homework?\r\ \nAnswer: In the lesson, .dot(...) was used under the assumption that the embeddings\ \ returned by the model (e.g. model.encode(...) from OpenAI) are already normalized\ \ to have unit length. In that case, the dot product is mathematically equivalent\ \ to cosine similarity.\r\nIn the homework, however, we use classic embeddings\ \ like TF-IDF + SVD, which are not normalized by default. This means that the\ \ dot product does not represent cosine similarity unless we manually normalize\ \ the vectors.\r\nAdded by José Luis Martínez" learning_in_public_links: - https://www.linkedin.com/posts/jlmartinezol_rag-evaluation-activity-7353574446177099776-XVme?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1947810473170374923 - https://x.com/Maxkaizo_/status/1947811294528020685 - https://x.com/Maxkaizo_/status/1947819321675419810 - https://x.com/Maxkaizo_/status/1947820525805572188 - https://x.com/Maxkaizo_/status/1947820659176051113 - https://x.com/Maxkaizo_/status/1947822723897372811 - homework: dlt Workshop homework_slug: dlt total_score: 7 questions_score: 3 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/Maxkaizo/llm_2025/blob/main/dlt_workshop/homework.md faq_contribution: "Question: What is the approximate cost of running the workshop\ \ notebook (DLT + Cognee)?\r\nAnswer:The total cost is approximately $0.09 USD,\ \ based on pricing as of July 7, 2025.\r\nThis estimate includes all API calls\ \ to OpenAI for generating embeddings and relationship extraction, as well as\ \ local operations for loading data into Qdrant and Kuzu.\r\nAdded by José Luis\ \ Martínez" learning_in_public_links: - https://x.com/Maxkaizo_/status/1942439213116354854 - https://www.linkedin.com/posts/jlmartinezol_llmzoomcamp-graphrag-llmops-activity-7348208346518200321-gE_i?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1942443637477966200 - homework: Agents homework_slug: agents total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/Maxkaizo/llm_2025/blob/main/agent_workshop/hw_readme.md faq_contribution: "Question: I passed a float to my tool, but got a validation\ \ error saying it expected a number. Isn’t float a number?\r\n\r\nYes — in Python,\ \ float is a numeric type. But when working with FastMCP, tool inputs are validated\ \ against JSON Schema, which uses the term \"number\" to represent any numeric\ \ value (integers or floats).\r\nThe important thing is not the type you use\ \ in Python, but whether the JSON you send matches the tool's declared input\ \ schema.\r\nExample:\r\n\"inputSchema\": {\r\n \"type\": \"object\",\r\n \ \ \"properties\": {\r\n \"temp\": {\r\n \"type\": \"number\"\r\n \ \ }\r\n },\r\n \"required\": [\"temp\"]\r\n}\r\nMake sure the values in \"\ arguments\" match the types declared in the tool’s schema — not Python types,\ \ but JSON types (string, number, boolean, etc.).\r\n\r\nAdded by Maxkaizo -\ \ José Luis Martínez" learning_in_public_links: - https://www.linkedin.com/posts/jlmartinezol_llmzoomcamp-rag-agents-activity-7351390738766565377-novl?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAZz7fMBNu6DeCh2flbir3ykYUkAvTKIRmk - https://x.com/Maxkaizo_/status/1945629056541606388 - https://x.com/Maxkaizo_/status/1945629360871940578 - https://x.com/Maxkaizo_/status/1945629599896863119 - https://x.com/Maxkaizo_/status/1945630987926311260 - https://x.com/Maxkaizo_/status/1945634295101477231 - https://x.com/Maxkaizo_/status/1945636527331053704 projects: - project: Project 3 project_slug: project3 total_score: 28 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 6 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/Maxkaizo/g_poke_t faq_contribution: "https://docs.google.com/document/d/1m2KexowAXTmexfC5rVTCSnaShvdUQ8Ag2IEiwBDHxN0/edit?tab=t.0#heading=h.13jhg6d2bkec\r\ \n\r\nQuestion: How can I load an environment variable that is defined in the\ \ parent directory (for example, a .env file at the project root) when running\ \ a script from a subfolder?\r\nAnswer: By default, the function load_dotenv()\ \ from the python-dotenv package only searches for a .env file in the current\ \ working directory.\r\nIf your script is located inside a subfolder (for example,\ \ “src/”), it won’t automatically detect the .env file located in the project’s\ \ root directory.\r\nTo fix this, use the find_dotenv() function, which searches\ \ upward through parent directories until it finds a .env file. Here’s how it\ \ works:\r\nfrom dotenv import load_dotenv, find_dotenv\r\nload_dotenv(find_dotenv())\r\ \nNow you can safely access variables like:\r\nimport os\r\napi_key = os.getenv(\"\ OPENAI_API_KEY\")\r\n\r\nWhy it matters:\r\nWhen you run scripts from nested\ \ folders (like “src/” or “scripts/”), relative paths can break your environment\ \ variable loading.\r\nUsing find_dotenv() ensures that your API keys, database\ \ URIs, or model paths load correctly regardless of where you execute the script." learning_in_public_links: - https://x.com/Maxkaizo_/status/1980011810666201553 - https://x.com/Maxkaizo_/status/1980013329314677148 - https://x.com/Maxkaizo_/status/1980101958431326290 - https://x.com/Maxkaizo_/status/1980102336514306344 - https://x.com/Maxkaizo_/status/1980103510504144945 - https://x.com/Maxkaizo_/status/1980105046529593397 - position: 11 display_name: Siddhartha Gogoi total_score: 91 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/SapientSapiens/llm-zoomcamp-2025/tree/main/homework/01 faq_contribution: https://docs.google.com/document/d/1m2KexowAXTmexfC5rVTCSnaShvdUQ8Ag2IEiwBDHxN0/edit?tab=t.0#heading=h.jqegasiwp44x learning_in_public_links: - https://www.linkedin.com/posts/siddhartha-gogoi_learninginpublic-llmzoomcamp-activity-7341214434276581376-htIR?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAcHFVoBE-Mmuf9g61w19G2J5oHD6tYT_9I - https://www.linkedin.com/posts/siddhartha-gogoi_llmzoomcamp-llmzoomcamp-learninginpublic-activity-7339070634326401024-x1V1?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAcHFVoBE-Mmuf9g61w19G2J5oHD6tYT_9I - https://x.com/SapientSapiens/status/1933193852283764766 - https://x.com/SapientSapiens/status/1933199260230812159 - https://www.tumblr.com/sapientsapiens/786165461518843904/module-1-llm-zoomcamp?source=share - https://mastodon.social/@sapientsapiens/114671349423436633 - https://www.tumblr.com/sapientsapiens/786728581378260992/module-1-llmzoomcamp?source=share - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/SapientSapiens/llm-zoomcamp-2025/tree/main/homework/02 learning_in_public_links: - https://www.linkedin.com/posts/siddhartha-gogoi_learninginpublic-llmzoomcamp-activity-7341214434276581376-htIR?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAcHFVoBE-Mmuf9g61w19G2J5oHD6tYT_9I - https://www.tumblr.com/sapientsapiens/788275905405517824/llm-zoomcamp-module-2?source=share - https://mastodon.social/@sapientsapiens/114803223874912837 - https://x.com/SapientSapiens/status/1935456086020211116 - https://x.com/SapientSapiens/status/1941636651010359798 - https://mastodon.social/@sapientsapiens/114706548393798099 - https://www.tumblr.com/sapientsapiens/786729721091194880/module-2-llmzoomcamp?source=share - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/SapientSapiens/llm-zoomcamp-2025/tree/main/homework/workshop/dlt learning_in_public_links: - https://mastodon.social/@sapientsapiens/115005748451592814 - https://www.tumblr.com/sapientsapiens/791515851644911616/llm-zoomcamp?source=share - https://x.com/SapientSapiens/status/1954599951029408237 - homework: Agents homework_slug: agents total_score: 12 questions_score: 6 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/SapientSapiens/llm-zoomcamp-2025/tree/main/homework/agents learning_in_public_links: - https://mastodon.social/@sapientsapiens/115171442675603380 - https://www.tumblr.com/sapientsapiens/794167063262412800/llmzoomcamp?source=share - https://x.com/SapientSapiens/status/1965206386247442533 - https://x.com/SapientSapiens/status/1965211626027843661 - https://www.tumblr.com/sapientsapiens/794168122045235200/llmzoomcamp?source=share - https://mastodon.social/@sapientsapiens/115171518235475092 projects: - project: Project 3 project_slug: project3 total_score: 45 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 14 peer_review_learning_in_public_score: 6 project_faq_score: 0 passed: true github_link: https://github.com/SapientSapiens/capstoneproject-2025-llmz learning_in_public_links: - https://mastodon.social/@sapientsapiens/115400435516975272 - https://www.tumblr.com/sapientsapiens/797830980989796352/llmzoomcamp-capstone-project-2025?source=share - https://mastodon.social/@sapientsapiens/115397191983258136 - https://www.tumblr.com/sapientsapiens/797779123046072320/llmzoomcamp-capstone-project-2025?source=share - https://www.tumblr.com/sapientsapiens/797693827794321408/llmzoomcamp-capstone-project-2025?source=share - https://mastodon.social/@sapientsapiens/115391862829808138 - https://www.tumblr.com/sapientsapiens/797682581119320064/llmzoomcamp-2025-capstone-project?source=share - https://www.tumblr.com/sapientsapiens/797682408174616576/llmzoomcamp-capstone-project-2025?source=share - https://mastodon.social/@sapientsapiens/115391112970510348 - https://mastodon.social/@sapientsapiens/115391141885886709 - https://mastodon.social/@sapientsapiens/115369213696096245 - https://www.tumblr.com/sapientsapiens/797331487143919616/llmzoomcamp-capstone-project-2025?source=share - https://www.tumblr.com/sapientsapiens/797233581954138112/llm-zoomcamp-2025-capstone-project?source=share - https://mastodon.social/@sapientsapiens/115363106782553351 - position: 12 display_name: Fantastic Hellman total_score: 85 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nupsea/course-llm-zc/blob/master/01-intro/hw/homework.ipynb learning_in_public_links: - https://dev.to/eanups/comprehending-rags-llm-a1-4bm - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nupsea/course-llm-zc/blob/master/02-vector/hw/homework2.ipynb learning_in_public_links: - https://dev.to/eanups/comprehending-vector-search-llm-a2-54lg - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/course-llm-zc/blob/master/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/course-llm-zc/blob/master/workshop/dlt_hw.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nupsea/course-llm-zc/blob/master/oa_agentic_rag/hw/homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 27 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nupsea/content-pal learning_in_public_links: - https://lnkd.in/p/grNWA2z6 - project: Project 3 project_slug: project3 total_score: 28 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nupsea/book-mate - position: 13 display_name: Competent Elion total_score: 82 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/LLM/blob/main/HW1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/LLM/blob/main/HW2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/LLM/blob/main/HW3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/LLM/blob/main/Workshop_dlt/HW_dlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sanchis135/LLM/blob/main/Agents/HW_Agents.ipynb projects: - project: Project 1 project_slug: project1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sanchis135/LLM/tree/main/RAG_Occupational_Risk_Prevention - project: Project 2 project_slug: project2 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sanchis135/LLM/tree/main/ModelOpsRAG - position: 14 display_name: Romantic Kare total_score: 79 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 5 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/MonaHamid/LLM-Zoomcamp/blob/main/homework1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/fareedahamid_llmzoomcamp-retrievalaugmentedgeneration-activity-7340411967284662273-qw0i?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC6ENJwBbZtzP4Zpk4ehD2p4EN3Y3XaSyxM - https://medium.com/@fareedahab/building-a-zoomcamp-faq-chatbot-with-rag-and-elasticsearch-f01d70671287 - https://medium.com/@fareedahab/retrieval-augmented-generation-rag-enhancing-llms-with-external-knowledge-6c53e9aa8e3c - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 13 questions_score: 7 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/MonaHamid/LLM-Zoomcamp/blob/main/homework2%20(1).md learning_in_public_links: - https://www.linkedin.com/posts/fareedahamid_manim-llmzoomcamp-ai-activity-7343576262243717122-n1fp?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC6ENJwBbZtzP4Zpk4ehD2p4EN3Y3XaSyxM - https://medium.com/@fareedahab/my-journey-into-vector-search-from-theory-to-practice-with-qdrant-and-fastembed-69cad6ec9cb4?postPublishedType=initial - https://llmzoomcamp.hashnode.dev/building-semantic-search-my-hands-on-experience-with-vector-embeddings - https://x.com/hamid_mona45212/status/1939232831206838729 - https://x.com/hamid_mona45212/status/1939232889960562732 - https://x.com/hamid_mona45212/status/1939232939784749071 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 12 questions_score: 6 faq_score: 0 learning_in_public_score: 6 homework_link: https://github.com/MonaHamid/LLM-Zoomcamp/blob/main/03-Evaluation/homework3.md learning_in_public_links: - https://x.com/hamid_mona45212/status/1949688794804068631 - https://x.com/hamid_mona45212/status/1949688959120109966 - https://x.com/hamid_mona45212/status/1949689137537458196 - https://x.com/hamid_mona45212/status/1949689243040956562 - https://medium.com/@fareedahab/from-keywords-to-meaning-how-vector-search-powers-modern-ai-search-engines-0cb91a3cec41 - https://llmzoomcamp.hashnode.dev/cosine-similarity-hit-rate-and-vector-search-a-beginners-guide - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/MonaHamid/LLM-Zoomcamp/blob/main/dlt_qdrant_homework.md learning_in_public_links: - https://www.linkedin.com/posts/fareedahamid_datatalksclub-cognee-knowledgegraphs-activity-7348319582505287680-aLWZ?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC6ENJwBbZtzP4Zpk4ehD2p4EN3Y3XaSyxM - https://medium.com/@fareedahab/from-raw-data-to-graph-insights-visualizing-nyc-taxi-trends-with-dlt-and-cognee-6c905db73370 - https://dev.to/mona_hamid/build-a-data-to-graph-pipeline-with-dlt-duckdb-cognee-59kg - homework: Agents homework_slug: agents total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/MonaHamid/LLM-Zoomcamp/blob/main/homework_agents.md learning_in_public_links: - https://x.com/hamid_mona45212/status/1944721138325799222 - https://x.com/hamid_mona45212/status/1944721211629715743 projects: - project: Project 3 project_slug: project3 total_score: 32 project_score: 23 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/MonaHamid/Rag-Knowledge-Assiatant/tree/main - position: 15 display_name: ZAINALABDEEN MERGHANI ABDEEN AHMED total_score: 78 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zainalabdeen/llm-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/zainalabdeen/llm-zoomcamp/blob/main/02-vector-search/qdrant-raq.ipynb learning_in_public_links: - https://www.linkedin.com/pulse/llm-zoomcamp-module2vector-search-part-1-zainalabdeen-merghani-ghvpf - https://www.linkedin.com/pulse/llm-zoomcamp-module2vector-search-part-2-zainalabdeen-merghani-snpnf/ - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zainalabdeen/llm-zoomcamp/tree/main/03-agent projects: - project: Project 2 project_slug: project2 total_score: 23 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 1 project_faq_score: 0 passed: true github_link: https://github.com/zainalabdeen/llm-zoomcamp/tree/main/hr_assistant - project: Project 3 project_slug: project3 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/zainalabdeen/llm-zoomcamp/tree/main/customer-support - position: 16 display_name: Silly Hawking total_score: 77 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/dehaoterryzhang/llm-zoomcamp-2025/tree/main/01-intro/hw1 faq_contribution: https://docs.google.com/document/d/1m2KexowAXTmexfC5rVTCSnaShvdUQ8Ag2IEiwBDHxN0/edit?tab=t.0#heading=h.8l9kmrpb7x9k learning_in_public_links: - https://x.com/Terry40221640/status/1934747257318076605 - https://x.com/Terry40221640/status/1934747385856708819 - https://x.com/Terry40221640/status/1934747562634039363 - https://x.com/Terry40221640/status/1934747726610354484 - https://x.com/Terry40221640/status/1934748165665902988 - https://x.com/Terry40221640/status/1934748917419397471 - https://x.com/Terry40221640/status/1934749260458938599 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/dehaoterryzhang/llm-zoomcamp-2025/blob/main/02-vector-search/hw2/hw2.ipynb faq_contribution: https://docs.google.com/document/d/1m2KexowAXTmexfC5rVTCSnaShvdUQ8Ag2IEiwBDHxN0/edit?tab=t.0#heading=h.h27cm6og7y0g learning_in_public_links: - https://x.com/Terry40221640/status/1941282224143466660 - https://x.com/Terry40221640/status/1941282477777305626 - https://x.com/Terry40221640/status/1941283125172240812 - https://x.com/Terry40221640/status/1941283459181461603 - https://x.com/Terry40221640/status/1941283555193356657 - https://x.com/Terry40221640/status/1941283971285041460 - https://x.com/Terry40221640/status/1941286754805522894 - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/dehaoterryzhang/llm-zoomcamp-2025/blob/main/cohorts/2025/workshops/hw/homework.ipynb faq_contribution: NA learning_in_public_links: - https://x.com/Terry40221640/status/1950994594159796422 - https://x.com/Terry40221640/status/1951043959637287214 - https://x.com/Terry40221640/status/1951045115881070887 - homework: Agents homework_slug: agents total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/dehaoterryzhang/llm-zoomcamp-2025/blob/main/cohorts/2025/0a-agents/hw/hw_agent.ipynb faq_contribution: https://docs.google.com/document/d/1m2KexowAXTmexfC5rVTCSnaShvdUQ8Ag2IEiwBDHxN0/edit?tab=t.0#heading=h.1qbx8zqpshhi learning_in_public_links: - https://x.com/Terry40221640/status/1962736353508237456 - https://x.com/Terry40221640/status/1962736624410009693 - https://x.com/Terry40221640/status/1962736919613440053 - https://x.com/Terry40221640/status/1962737306793845019 - https://x.com/Terry40221640/status/1962744938011238415 - https://x.com/Terry40221640/status/1962745206543130960 - https://x.com/Terry40221640/status/1962745465424039992 projects: - project: Project 3 project_slug: project3 total_score: 29 project_score: 20 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/dehaoterryzhang/ToSDR-RAG - position: 17 display_name: Bekarys Gabdrakhimov total_score: 70 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bekarizz/llm-zoomcamp/blob/main/01-intro/homework-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bekarizz/llm-zoomcamp/blob/main/02-vector-search/homework-2025.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bekarizz/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bekarizz/llm-zoomcamp/blob/main/workshops/dlt/homework.py - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Project 1 project_slug: project1 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/bekarizz/llm-zoomcamp-project - project: Project 3 project_slug: project3 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bekarizz/llm-zoomcamp-project/tree/main - position: 18 display_name: Eduardo Capel Alguacil total_score: 66 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/educapel/LLM-zoomcamp/blob/main/Module%201/rag-intro.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/educapel/LLM-zoomcamp/blob/main/Module%202/RAG.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/educapel/LLM-zoomcamp/blob/main/Module%203/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1vBA9OIGChcKjjg8r5hHduR0v3A5D6rmH?usp=sharing#scrollTo=wxYeTOg17X17 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/educapel/LLM-zoomcamp/blob/main/Module%202/Agentic_RAG.ipynb projects: - project: Project 1 project_slug: project1 total_score: 18 project_score: 15 peer_review_score: 3 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/educapel/Fitness-assistant - project: Project 2 project_slug: project2 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/educapel/Health-Care-Assistant - position: 19 display_name: Competent Ellis total_score: 65 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Saheed388/LLM-Zoomcamp/tree/main/week1 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Saheed388/LLM-Zoomcamp/blob/main/week2%20Homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Saheed388/LLM-Zoomcamp/blob/main/evaluation_homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Saheed388/LLM-Zoomcamp/blob/main/homework3.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Saheed388/LLM-Zoomcamp/blob/main/0a-agents_homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 20 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Saheed388/mediquest_project_full_code learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7366784845143871492/ - project: Project 3 project_slug: project3 total_score: 21 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/Saheed388/mediquest_project_full_code faq_contribution: Suggesting improvements based on user feedback. learning_in_public_links: - https://www.linkedin.com/posts/jimoh-saheed-5480b820b_datatalksclub-llmzoomcamp-healthtech-activity-7366784845143871492-s_nD?utm_source=share&utm_medium=member_desktop&rcm=ACoAADU65AgBrAU8T5j57vR0VTeCKDPmIHtG-_w - position: 20 display_name: Ye Bhone Lin total_score: 63 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ye-Bhone-Lin/llm-zoomcamp/blob/main/1-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ye-Bhone-Lin/llm-zoomcamp/blob/main/2-vectorsearch/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1qm-cNg9qmVibpvhCwRDMmjEf0M438acH?usp=sharing - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ye-Bhone-Lin/llm-zoomcamp/blob/main/3-dtl/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ye-Bhone-Lin/llm-zoomcamp/blob/main/4-Agent/homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Ye-Bhone-Lin/educational-tutor-ai - project: Project 2 project_slug: project2 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Ye-Bhone-Lin/Myanmar-Cultural-Heritage-Q-A-System - position: 21 display_name: Trusting Almeida total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/idalbo/llm-zoomcamp learning_in_public_links: - https://x.com/IgorDalBo19/status/1929179137572249849 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/idalbo/llm-zoomcamp/blob/main/02-vector-search/homework-02.ipynb learning_in_public_links: - http://x.com/IgorDalBo19/status/1934889485592088734 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/idalbo/llm-zoomcamp/blob/main/03-evaluation/homework-03.ipynb learning_in_public_links: - https://x.com/IgorDalBo19/status/1946878583072313783 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idalbo/llm-zoomcamp/blob/main/workshops/dlt/homework-dlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/idalbo/llm-zoomcamp/tree/main/0a-agents projects: - project: Project 3 project_slug: project3 total_score: 32 project_score: 23 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/idalbo/fantasy_nba_advisor - position: 22 display_name: Elladarte total_score: 62 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rafaelladuarte/course_llm_zoomcap_datatalksclub/blob/main/01_intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/in/rafaella-duarte-carvalho/ - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rafaelladuarte/course_llm_zoomcap_datatalksclub/blob/main/02_VectorSearch/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/rafaelladuarte/course_llm_zoomcap_datatalksclub/blob/main/05_Evaluation/homework.ipynb learning_in_public_links: - https://x.com/Rafaell75458697/status/1947830252727681464 - https://x.com/Rafaell75458697/status/1947830643435704820 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rafaelladuarte/course_llm_zoomcap_datatalksclub/blob/main/03_WorkshopDLT/homework.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/rafaelladuarte/course_llm_zoomcap_datatalksclub/blob/main/04_WorkshopAgentAI/homework.ipynb learning_in_public_links: - https://x.com/Rafaell75458697/status/1947798644909805869 projects: - project: Project 1 project_slug: project1 total_score: 33 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 7 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/rafaelladuarte/avesrag-assistant faq_contribution: I apologize for not delivering the project in English. Since I am not fluent in the language and my database contains textual descriptions in Portuguese, I decided to keep the project in Brazilian Portuguese to ensure accuracy and consistency. I did my best to present the work with dedication and care, and I hope it can still be appreciated. learning_in_public_links: - https://x.com/Rafaell75458697/status/1959691727167709499 - https://x.com/Rafaell75458697/status/1959692113479893304 - https://x.com/Rafaell75458697/status/1959693215491088471 - https://x.com/Rafaell75458697/status/1968692451343843488 - https://x.com/Rafaell75458697/status/1968689491649974418 - https://x.com/Rafaell75458697/status/1953956987290759628 - https://x.com/Rafaell75458697/status/1968696298996916262 - position: 23 display_name: Krishna total_score: 61 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KrishnaG-101/LLM-ZoomCamp-2025/blob/main/Module%201/LLM_homework_1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KrishnaG-101/LLM-ZoomCamp-2025/blob/main/Module%202/LLM_homework_2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KrishnaG-101/LLM-ZoomCamp-2025/blob/main/Module%203/LLM_homework_3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KrishnaG-101/LLM-ZoomCamp-2025/blob/main/Workshops/dlt%20workshop/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KrishnaG-101/LLM-ZoomCamp-2025/blob/main/Workshops/agents%20workshop/homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/KrishnaG-101/AI-Healthcare-Assistant - project: Project 3 project_slug: project3 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/KrishnaG-101/AI-Medical-Expert - position: 24 display_name: Mohamed Cherif total_score: 60 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mcherif/llm-zoomcamp/blob/main/cohorts/2025/01-intro/elastic-openai.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mcherif/llm-zoomcamp/blob/main/cohorts/2025/02-vector-search/vector_search_homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mcherif/llm-zoomcamp/blob/main/cohorts/2025/03-evaluation/llm_evaluation_homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mcherif/llm-zoomcamp/blob/main/cohorts/2025/workshops/dlt/dlt_pipeline.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/mcherif/llm-zoomcamp/tree/main/cohorts/2025/0a-agents learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:share:7351618096622690304/ projects: - project: Project 1 project_slug: project1 total_score: 32 project_score: 22 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/mcherif/plant-disease-rag-assistant learning_in_public_links: - https://www.linkedin.com/posts/mohamed-cherif-25b8b24_github-mcherifplant-disease-rag-assistant-activity-7373122090775945216-5u08?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADYKecB4wRD5hOuPtgrEoWsiUeHPxWL-DM - position: 25 display_name: Shin Thant Phyo total_score: 60 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NanGyeThote/llm-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NanGyeThote/llm-zoomcamp/blob/main/02-vectorsearch/ - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 2 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/NanGyeThote/llm-zoomcamp/tree/main/03-evaluation faq_contribution: Great, I learnt alot learning_in_public_links: - https://github.com/NanGyeThote/llm-zoomcamp/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NanGyeThote/llm-zoomcamp/tree/main/dlt - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/NanGyeThote/llm-zoomcamp/tree/main/0a-agent learning_in_public_links: - https://github.com/NanGyeThote/llm-zoomcamp/tree/main/0a-agent projects: - project: Project 1 project_slug: project1 total_score: 33 project_score: 22 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/NanGyeThote/Du-Won-Career-Pathfinder.git faq_contribution: Very good! learning_in_public_links: - https://github.com/NanGyeThote - position: 26 display_name: Admiring Shannon total_score: 58 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bielacki/course-llm-zoomcamp/blob/main/module01/homework/homework01.md - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bielacki/course-llm-zoomcamp/blob/main/module02/homework/homework02.md - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bielacki/course-llm-zoomcamp/blob/main/module03/homework/homework03.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bielacki/course-llm-zoomcamp/tree/main/workshops/dlt-cognee/homework - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bielacki/course-llm-zoomcamp/blob/main/workshops/rag-agents/homework/homework.md projects: - project: Project 2 project_slug: project2 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bielacki/cinerag - position: 27 display_name: Unruffled Darwin total_score: 58 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rajindermavi/nlp-sandbox/blob/main/llm_zoomcamp/module1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rajindermavi/nlp-sandbox/blob/main/llm_zoomcamp/module2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rajindermavi/nlp-sandbox/blob/main/llm_zoomcamp/workshop.dlt.c.exercise.ipynb projects: - project: Project 2 project_slug: project2 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/rajindermavi/ScienceMadeEasy - project: Project 3 project_slug: project3 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/rajindermavi/ScienceMadeEasy - position: 28 display_name: Vasiliy Chernykh total_score: 58 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/V4siliy/llm-zoomcamp/blob/master/01-intro/homework.ipynb faq_contribution: If there are problems with ElasticSearch connection, please check version of python package, should be similar with ElasticSearch version in docker (v8 == v8, v9 == v9) learning_in_public_links: - https://www.linkedin.com/in/v4siliy/ - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/V4siliy/llm-zoomcamp/blob/master/02-vector-search/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/v4siliy_vectorsearch-qdrant-llms-activity-7344031067659538432-KrJ6?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA8A5BEBhIiQZolXL4KJavacU-WdxYWjF6w - https://github.com/V4siliy/llm-zoomcamp/tree/master/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/V4siliy/llm-zoomcamp/blob/master/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/V4siliy/llm-zoomcamp/blob/master/dlt/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/V4siliy/llm-zoomcamp/blob/master/agents/agents.ipynb projects: - project: Project 1 project_slug: project1 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/V4siliy/llm-manpage-rag/releases/tag/v0.1.0-alpha faq_contribution: https://github.com/V4siliy/llm-manpage-rag/blob/master/README.md - position: 29 display_name: Sharp Lederberg total_score: 58 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ynusinovich/llm-zoomcamp-dtc/blob/main/01-intro/hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ynusinovich/llm-zoomcamp-dtc/blob/main/02-vector-search/hw2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ynusinovich/llm-zoomcamp-dtc/blob/main/03-evaluation/hw3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ynusinovich/llm-zoomcamp-dtc/blob/main/dlt/hwdlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ynusinovich/llm-zoomcamp-dtc/blob/main/0a-agents/hw0a.ipynb projects: - project: Project 2 project_slug: project2 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ynusinovich/environmental-health-agentic-rag - position: 30 display_name: Hopeful Dewdney total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tejanshu9/llm-zoomcamp/blob/main/llm-homework-week1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tejanshu9/RAG/blob/main/llm-homework-week2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tejanshu9/RAG/blob/main/llm-homework-week3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 5 questions_score: 3 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/Tejanshu9/RAG/blob/main/llm-homework-dlt.ipynb learning_in_public_links: - https://bsky.app/profile/tejanshusekhar.bsky.social/post/3lua24eqiz22u - https://bsky.app/profile/tejanshusekhar.bsky.social/post/3lua2cpjx4k2u - homework: Agents homework_slug: agents total_score: 11 questions_score: 6 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/Tejanshu9/RAG/tree/main/llm-homework-agents faq_contribution: "AppendableIndex error in minsearch (not resolved by upgrading\ \ minsearch or importing from minsearch.append)\r\n\r\nError: 'ImportError:\ \ cannot import name 'AppendableIndex' from 'minsearch''\r\nFix: Rename the\ \ previously downloaded minsearch.py file to avoid conflicts, then reinstall\ \ minsearch using pip so the import works correctly." learning_in_public_links: - https://bsky.app/profile/tejanshusekhar.bsky.social/post/3lw6uk7qudc2z - https://bsky.app/profile/tejanshusekhar.bsky.social/post/3lw6ukpc5g22z - https://bsky.app/profile/tejanshusekhar.bsky.social/post/3lw6vjlzob22z - https://bsky.app/profile/tejanshusekhar.bsky.social/post/3lw6vkrswkc2z projects: - project: Project 3 project_slug: project3 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Tejanshu9/LegalMind - position: 31 display_name: Sparsh Raj total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/spa-raj/llmzoomcamp/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/spa-raj_github-datatalksclubllm-zoomcamp-llm-activity-7340644964579622916-OhTn?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADlm3SwB0kwwLurvZWBhaly_eCIceUdY-jw - https://x.com/spar_raj/status/1934880201831490038 - https://x.com/spar_raj/status/1934880204486484253 - https://x.com/spar_raj/status/1934880207145717867 - https://x.com/spar_raj/status/1934880209804886439 - https://x.com/spar_raj/status/1934880212719947951 - https://x.com/spar_raj/status/1934880217992187941 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/spa-raj/llmzoomcamp/blob/main/02-vector-search/homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7346147517085925379/ - https://x.com/spar_raj/status/1940385418798923950 - https://x.com/spar_raj/status/1940385422670246318 - https://x.com/spar_raj/status/1940385425551769915 - https://x.com/spar_raj/status/1940385428361921019 - https://x.com/spar_raj/status/1940385431377641653 - https://x.com/spar_raj/status/1940385434145784045 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/spa-raj/llmzoomcamp/blob/main/03-evaluation/homework/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/spa-raj_llm-rag-ai-activity-7361656883243307008-9q62?utm_source=share&utm_medium=member_desktop&rcm=ACoAADlm3SwB0kwwLurvZWBhaly_eCIceUdY-jw - https://x.com/spar_raj/status/1955895012010426524 - https://x.com/spar_raj/status/1955895014912835727 - https://x.com/spar_raj/status/1955895017429479690 - https://x.com/spar_raj/status/1955895020189344200 - https://x.com/spar_raj/status/1955895022823317658 - https://x.com/spar_raj/status/1955895025511895191 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/spa-raj/llmzoomcamp/blob/main/dlt-Cognee-workshop/dlt-cognee/dlt-cognee-homework.ipynb - homework: Agents homework_slug: agents total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/spa-raj/llmzoomcamp/tree/main/rag-agents-workshop/Homework faq_contribution: https://docs.google.com/document/d/1m2KexowAXTmexfC5rVTCSnaShvdUQ8Ag2IEiwBDHxN0/edit?tab=t.0#heading=h.dyz7bzhqsu5y learning_in_public_links: - https://www.linkedin.com/posts/spa-raj_llmzoomcamp-agents-rag-activity-7353046481005633537-aEq4?utm_source=share&utm_medium=member_desktop&rcm=ACoAADlm3SwB0kwwLurvZWBhaly_eCIceUdY-jw - https://x.com/spar_raj/status/1947287142880731598 - https://x.com/spar_raj/status/1947287147192418554 - https://x.com/spar_raj/status/1947287150711500968 - https://x.com/spar_raj/status/1947287154398208333 - https://x.com/spar_raj/status/1947287157975957588 - https://x.com/spar_raj/status/1947287161545314458 - position: 32 display_name: Crazy Austin total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/llm-homework/tree/main/homework-01 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/llm-homework/blob/main/homework-02/hw2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/llm-homework/blob/main/homework-03/hw3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/llm-homework/blob/main/dlt/dlt_homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/renelarsson/llm-homework/blob/main/module-00/hw0.ipynb projects: - project: Project 1 project_slug: project1 total_score: 31 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/renelarsson/recipe-assistant learning_in_public_links: - https://www.linkedin.com/in/rene-larsson-89aa26384/ - position: 33 display_name: Elated Ellis total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mag-mal/llm-workshop/blob/main/cohorts/homework1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mag-mal/llm-workshop/blob/main/cohorts/homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mag-mal/llm-workshop/blob/main/cohorts/homework3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mag-mal/llm-workshop/blob/main/cohorts/dlt_homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mag-mal/llm-workshop/blob/main/cohorts/homework_agents.ipynb projects: - project: Project 1 project_slug: project1 total_score: 29 project_score: 20 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/mag-mal/llm-zoomcamp-rag-project - position: 34 display_name: Inspiring Jackson total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/llm-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/llm-zoomcamp - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/llm-zoomcamp - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/llm-zoomcamp - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rayluo88/llm-zoomcamp projects: - project: Project 3 project_slug: project3 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/rayluo88/llm-proj-zoomcamp - position: 35 display_name: Blissful Roentgen total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/eadka/LLMcourseDT/blob/main/homework1.ipynb learning_in_public_links: - https://github.com/eadka/LLMcourseDT/blob/main/LLMintroductionNotes.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/eadka/LLMcourseDT/blob/main/02-vectorsearch/Homework_VectorSearch02.ipynb learning_in_public_links: - https://github.com/eadka/LLMcourseDT/blob/main/02-vectorsearch/VectorSearchNotes.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/eadka/LLMcourseDT/blob/main/03-evaluation/03_evaluation_homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/eadka/LLMcourseDT/blob/main/dlt_workshop/Homework_dlt.ipynb learning_in_public_links: - https://github.com/eadka/LLMcourseDT/blob/main/dlt_workshop/GraphNotes.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/eadka/LLMcourseDT/blob/main/0a-agents/agents_homework.ipynb faq_contribution: "In slack #course-llm_zoomcamp channel i asked the below\r\n\ Question: I'm facing a problem with Agents - MCP homework. Q5. I seem to be\ \ hitting a confusing edge case in FastMCP + GitHub Codespaces + Jupyter.\r\n\ Anyone else facing this and found a fix communicating with the MCP server?\r\ \n\r\nAnswer by Alexey: In Q5 you can just copy paste commands to your terminal\ \ where the server is running. - This worked for me.\r\n\r\nI will do a PR on\ \ this to indicate the workaround" projects: - project: Project 1 project_slug: project1 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/eadka/fridgechef learning_in_public_links: - https://www.linkedin.com/posts/aditi-koppikar-076552a5_fridgechefreadmemd-at-main-eadkafridgechef-activity-7373648598623989760-wUek?utm_source=share&utm_medium=member_desktop&rcm=ACoAABZT7toBvPV8gYEkmgxzMjcyr9wpuzYsEdE - position: 36 display_name: Distracted Pascal total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/valeqm/llm-zoomcamp-Homework/tree/main/Homework_01 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/valeqm/llm-zoomcamp-Homework/tree/main/Homework_02 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/valeqm/llm-zoomcamp-Homework/tree/main/Homework_03 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/valeqm/llm-zoomcamp-Homework/tree/main/Workshop - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/valeqm/llm-zoomcamp-Homework/tree/main/Agents projects: - project: Project 3 project_slug: project3 total_score: 29 project_score: 20 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/valeqm/RAG-File-Assistant/tree/main - position: 37 display_name: Amazing Aryabhata total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/song2siren/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/song2siren/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/song2siren/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/song2siren/llm-zoomcamp/blob/main/workshops/01-dlt-cognee/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/song2siren/llm-zoomcamp/blob/main/workshops/02-agents/homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/song2siren/llm-zoomcamp-music-theory-assistant - position: 38 display_name: SendhaNamak total_score: 57 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Adityagurung/LLM-ZOOMCAMP/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Adityagurung/LLM-ZOOMCAMP/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Adityagurung/LLM-ZOOMCAMP/blob/main/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Adityagurung/LLM-ZOOMCAMP/blob/main/workshops/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Adityagurung/LLM-ZOOMCAMP/blob/main/agents/homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Adityagurung/Brahman.ai - position: 39 display_name: Thirsty Mendel total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mikitatryzno/llm-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mikitatryzno/llm-zoomcamp/tree/main/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mikitatryzno/llm-zoomcamp/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mikitatryzno/llm-zoomcamp/blob/main/0-dlt_workshoop/homework_dlt.md - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mikitatryzno/llm-zoomcamp/blob/main/00-agents/homework_agents.md projects: - project: Project 1 project_slug: project1 total_score: 31 project_score: 22 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/mikitatryzno/smart-shopping-assistant - position: 40 display_name: Distracted Cerf total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Howard233/LLMZoomcamp/blob/main/Homework1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Howard233/LLMZoomcamp/blob/main/HW2/Homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Howard233/LLMZoomcamp/blob/main/HW3/Homework3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Howard233/LLMZoomcamp/blob/main/HW_DLT_Workshop/HW_DLT_Workshop.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Howard233/LLMZoomcamp/blob/main/HW_Agents_Workshop/HW_Agents_Workshop.ipynb projects: - project: Project 2 project_slug: project2 total_score: 28 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Howard233/recipe-rag-assistant/tree/main - position: 41 display_name: Gabriel Miranda total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gmirandagh/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gmirandagh/llm-zoomcamp/blob/main/02-vector-search/Homework%20Vector%20Search.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gmirandagh/llm-zoomcamp/blob/main/03-evaluation/search_evaluation/evaluation_hw.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gmirandagh/llm-zoomcamp/blob/main/workshop/Homework-dlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://raw.githubusercontent.com/gmirandagh/llm-zoomcamp/refs/heads/main/0a-agents/agents%20hw.ipynb projects: - project: Project 1 project_slug: project1 total_score: 30 project_score: 20 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/gmirandagh/knowledge-base-assistant learning_in_public_links: - https://youtu.be/sty5jYTauF0 - position: 42 display_name: Fantastic Glitter total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://gist.github.com/wangjenn/b0286be770af3d54823280078e9e7fd3 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wangjenn/llm-zoomcamp/blob/own/02-vector-search/homework2.md - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wangjenn/llm-zoomcamp/blob/own/2025_homework3.md - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wangjenn/llm-zoomcamp/blob/own/dlt-homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wangjenn/llm-zoomcamp/blob/own/homework-agents.ipynb projects: - project: Project 1 project_slug: project1 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/wangjenn/selfcompassion-llm - position: 43 display_name: Selamsew Kebede total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selamcode/llm-zoomcamp-2025/tree/main/week-1 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selamcode/llm-zoomcamp-2025/blob/main/week-2-vector-search/hw.py - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selamcode/llm-zoomcamp-2025/blob/main/week-3-evaluation/hw.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selamcode/llm-zoomcamp-2025/blob/main/workshop/hw.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selamcode/llm-zoomcamp-2025/blob/main/agents/hw.ipynb projects: - project: Project 1 project_slug: project1 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/selamcode/scenematch-ai - position: 44 display_name: Hager Ashour total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HagerAhmed/llm-zoomcamp/blob/main/01-intro/Elastic%20Search%20Practice.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HagerAhmed/llm-zoomcamp/blob/main/02-vector-search/Vector%20Search%20Practice.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HagerAhmed/llm-zoomcamp/blob/main/03-evaluation/Evaluation%20Practice.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/HagerAhmed/llm-zoomcamp/blob/main/workshop/ingest%2C_index%2C_and_query_with_dlt_and_Cognee.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/HagerAhmed/llm-zoomcamp/blob/main/0b-agent/practice%20Agents.ipynb faq_contribution: I don’t have a FAQ, but I just wanted to leave a comment to express that this has been one of the most informative yet challenging assignments we’ve had so far. I really think it would be helpful if you could consider creating separate courses for AGENT and MCP. That would mean a lot to me and likely to others as well. projects: - project: Project 3 project_slug: project3 total_score: 27 project_score: 18 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/HagerAhmed/Musafir - position: 45 display_name: Eloquent Babbage total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/villarrealfx/llm-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/villarrealfx/llm-zoomcamp/tree/main/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/villarrealfx/llm-zoomcamp/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/villarrealfx/llm-zoomcamp/tree/main/02.1-dtl - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/villarrealfx/llm-zoomcamp/tree/main/02.2-agents projects: - project: Project 3 project_slug: project3 total_score: 29 project_score: 20 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/villarrealfx/RAG-pdfs-docker - position: 46 display_name: Vigilant Elgamal total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlZrSe/llm-zoomcamp/blob/master/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlZrSe/llm-zoomcamp/blob/master/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlZrSe/llm-zoomcamp/blob/master/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/AlZrSe/llm-zoomcamp/blob/master/workshop/2025/dlt/homework.ipynb faq_contribution: "Question: I have a error: PipelineStepFailed: Pipeline execution\ \ failed at `step=extract` when processing package with `load_id=1751840272.9598622`\ \ with exception:\r\nAnswer: Check your Python version in virtual environment\ \ - it must be 3.9.*-3.11.*, not 3.12.*" - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AlZrSe/llm-zoomcamp/blob/master/workshop/2025/agents/homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/AlZrSe/zotero-llm - position: 47 display_name: Flamboyant Pasteur total_score: 56 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 10 questions_score: 3 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/llm-zoomcamp-2025/tree/main/01-intro learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lrr4n2jiak2r - https://bsky.app/profile/emmuzoo.bsky.social/post/3lrr4nkcgh22r - https://bsky.app/profile/emmuzoo.bsky.social/post/3lrr4o6b3x22r - https://bsky.app/profile/emmuzoo.bsky.social/post/3lrr4onapm22r - https://mastodon.social/@emmuzoo/114695615444604337 - https://mastodon.social/@emmuzoo/114695615971933458 - https://mastodon.social/@emmuzoo/114695616884844022 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/llm-zoomcamp-2025/tree/main/02-vector-search learning_in_public_links: - https://mastodon.social/@emmuzoo/114773184219375265 - https://mastodon.social/@emmuzoo/114773184957230433 - https://mastodon.social/@emmuzoo/114773185550021913 - https://mastodon.social/@emmuzoo/114773186006113342 - https://bsky.app/profile/emmuzoo.bsky.social/post/3lstkzvcguk2m - https://bsky.app/profile/emmuzoo.bsky.social/post/3lstl24z7e22m - https://bsky.app/profile/emmuzoo.bsky.social/post/3lstl2q65mc2m - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/llm-zoomcamp-2025/tree/main/03-evaluation learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3lv2n7ebouk2d - https://bsky.app/profile/emmuzoo.bsky.social/post/3lv2n7io3zs2d - https://bsky.app/profile/emmuzoo.bsky.social/post/3lv2n7rcyf22d - https://bsky.app/profile/emmuzoo.bsky.social/post/3lv2na3tjw22d - https://mastodon.social/@emmuzoo/114933219928377856 - https://mastodon.social/@emmuzoo/114933221385201937 - https://mastodon.social/@emmuzoo/114933221878555267 - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/3d150n-marc3l0/llm-zoomcamp-2025/tree/main/workshops/dlt learning_in_public_links: - https://bsky.app/profile/emmuzoo.bsky.social/post/3ltv2i4o6bk2c - https://bsky.app/profile/emmuzoo.bsky.social/post/3ltv2iypzps2c - https://bsky.app/profile/emmuzoo.bsky.social/post/3ltv2jhswts2c - homework: Agents homework_slug: agents total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/3d150n-marc3l0/llm-zoomcamp-2025/tree/main/0a-agents learning_in_public_links: - https://mastodon.social/@emmuzoo/114856745208032971 - https://mastodon.social/@emmuzoo/114856746311474407 - https://mastodon.social/@emmuzoo/114856746745438556 - https://mastodon.social/@emmuzoo/114856747347889483 - https://bsky.app/profile/emmuzoo.bsky.social/post/3ltyono62k22o - https://bsky.app/profile/emmuzoo.bsky.social/post/3ltyoobrdrs2o - https://bsky.app/profile/emmuzoo.bsky.social/post/3ltyoows4422o - position: 48 display_name: Vera total_score: 55 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VeraTorka/llm-zoomcamp/blob/main/01-intro/01-homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VeraTorka/llm-zoomcamp/blob/main/02-vector-search/02-homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VeraTorka/llm-zoomcamp/blob/main/03-evaluation/03-homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VeraTorka/llm-zoomcamp/blob/main/dlt/dlt_homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/VeraTorka/llm-zoomcamp/blob/main/agents/agent_homework.ipynb projects: - project: Project 3 project_slug: project3 total_score: 27 project_score: 18 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/VeraTorka/nutrition-assistant - position: 49 display_name: Laura Alexandria total_score: 55 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lauraalexandria/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lauraalexandria/llm-zoomcamp/tree/main/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 projects: - project: Project 3 project_slug: project3 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/lauraalexandria/movie_recommendation_chat faq_contribution: None - position: 50 display_name: Focused Brahmagupta total_score: 55 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/A-n-i-e/llm-zoomcamp/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/stephanie-emenike_llmzoomcamp-datatalksclub-llmzoomcamp-activity-7340752603472953345-_Q9j?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - https://www.linkedin.com/posts/stephanie-emenike_datatalksclub-llmzoomcamp-module1-activity-7340755898329427969-HneG?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 10 questions_score: 7 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/A-n-i-e/llm-zoomcamp/blob/main/02-vector-search/homework_week2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/stephanie-emenike_datatalksclub-llmzoomcamp-module2-activity-7341140167644090369-D41e?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - https://www.linkedin.com/posts/stephanie-emenike_llmzoomcamp-datatalksclub-module2-activity-7345811314193162242-OXeQ?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - https://www.linkedin.com/posts/stephanie-emenike_llmzoomcamp-datatalksclub-module2-activity-7345826836334997504-iRGB?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 10 questions_score: 6 faq_score: 1 learning_in_public_score: 3 homework_link: https://github.com/A-n-i-e/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb faq_contribution: "Q: What is ROUGE?\r\nA: ROUGE (Recall-Oriented Understudy for\ \ Gisting Evaluation) is a metric used to evaluate generated text by comparing\ \ it to a reference. It measures word overlaps (ROUGE-1), word pair overlaps\ \ (ROUGE-2), and the longest matching sequences (ROUGE-L), reporting precision,\ \ recall, and F1-score. It’s commonly used in summarization and question-answering\ \ tasks." learning_in_public_links: - https://www.linkedin.com/posts/stephanie-emenike_finally-done-with-module-3-omo-this-one-activity-7360671169370308608-8kip?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - https://www.linkedin.com/posts/stephanie-emenike_llmzoomcamp-module3-datatalksclub-activity-7361359818357362688-wg59?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - https://www.linkedin.com/posts/stephanie-emenike_okay-last-post-from-me-for-module-3-i-promise-activity-7362099433435459584-ZcS2?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/A-n-i-e/llm-zoomcamp/tree/main/dlt-workshop learning_in_public_links: - https://www.linkedin.com/posts/stephanie-emenike_this-past-week-was-the-hardest-for-me-in-activity-7350547813270790146-uQxX?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - https://www.linkedin.com/posts/stephanie-emenike_dltworkshop-llmzoomcamp-datatalksclub-activity-7353082464111652869-puI6?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM - https://www.linkedin.com/posts/stephanie-emenike_llmzoomcamp-dltworkshop-llmzoomcamp-activity-7353395061235015681-eEqe?utm_source=share&utm_medium=member_desktop&rcm=ACoAADt5SrMB7KhjLCZGX9lNkg9qHv8qKjM9TZM projects: - project: Project 3 project_slug: project3 total_score: 21 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/A-n-i-e/Ask-Mama-Put learning_in_public_links: - https://github.com/A-n-i-e/Ask-Mama-Put - position: 51 display_name: Trusting Banach total_score: 54 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sancyb/llm-zoomcamp-sancyb/blob/main/homeworks/week_one.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sancyb/llm-zoomcamp-sancyb/blob/main/homeworks/02-vector-search.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sancyb/llm-zoomcamp-sancyb/blob/main/homeworks/03-evaluation-homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sancyb/llm-zoomcamp-sancyb/blob/main/homeworks/dlt_workshops.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sancyb/llm-zoomcamp-sancyb/blob/main/homeworks/agents_workshops.ipynb projects: - project: Project 2 project_slug: project2 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sancyb/PawfectMate - position: 52 display_name: Lucapug total_score: 54 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucapug/my-llm-zoomcamp/blob/db1c7060ade4acd64acf3bd6eb79eb2bb4998cf5/hw1/answers.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucapug/my-llm-zoomcamp/blob/main/02-2025-vector-search/answers.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucapug/my-llm-zoomcamp/blob/main/03-2025-evaluation/hw3_answers.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucapug/my-llm-zoomcamp/blob/main/02-2025-vector-search/dlt_hw_answers_2025.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lucapug/my-llm-zoomcamp/blob/main/0a-2025-agents/hw_agents_2025.ipynb projects: - project: Project 1 project_slug: project1 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/lucapug/chat-with-my-notes - position: 53 display_name: Lucid Khayyam total_score: 54 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/prantoran/ai-prac/blob/master/LLM-ZoomCamp-2025/pinku_llm_zoomcamp_2025_hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/prantoran/ai-prac/blob/master/LLM-ZoomCamp-2025/hw2_llm_zoomcamp_2025.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/prantoran/ai-prac/blob/master/LLM-ZoomCamp-2025/hw3_Search_Evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1Ilg8nJbk8wyy3Ut10nnNuqF1Ttu3urWg?usp=sharing - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1SEEz_3Lk-ANS9Gb4C0iNzRkDhsSgnhAZ?usp=sharing projects: - project: Project 3 project_slug: project3 total_score: 28 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/prantoran/Canada_law_rag_assistant - position: 54 display_name: Marina Zhdanova total_score: 54 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Marinazuzum/DataCamp2025_LLM/tree/master/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Marinazuzum/DataCamp2025_LLM/tree/master/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Marinazuzum/DataCamp2025_LLM/tree/master/03-evaluation - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Marinazuzum/DataCamp2025_LLM/tree/master/0a-agents projects: - project: Project 2 project_slug: project2 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Marinazuzum/German-Payroll-Law-RAG-Assistant - position: 55 display_name: Zhibek Zhagypar total_score: 54 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zhibeky/llm-zoomcamp/blob/main/HW-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zhibeky/llm-zoomcamp/blob/main/HW-2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zhibeky/llm-zoomcamp/blob/main/dlt-Workshop-HW.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/zhibeky/llm-zoomcamp/tree/main/HW-Agents projects: - project: Project 1 project_slug: project1 total_score: 32 project_score: 23 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/zhibeky/quran_ai - position: 56 display_name: Awesome Easley total_score: 54 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elena-andreini/lll-zoomcamp2025/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elena-andreini/lll-zoomcamp2025/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elena-andreini/lll-zoomcamp2025/blob/main/03-evaluation/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elena-andreini/lll-zoomcamp2025/blob/main/0a-agents/homework.ipynb projects: - project: Project 3 project_slug: project3 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/elena-andreini/AI-Sword-Sage - position: 57 display_name: Optimistic Otter total_score: 54 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lkirch/llm-zoomcamp2025/blob/main/01-intro/homework1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lkirch/llm-zoomcamp2025/blob/main/02-vector-search/homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lkirch/llm-zoomcamp2025/blob/main/03-evaluation/homework3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lkirch/llm-zoomcamp2025/blob/main/dlt-workshop/dlt-hmwk.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/lkirch/llm-zoomcamp2025/blob/main/rag-agent-workshop/rag-agent-workshop-hmwk.ipynb projects: - project: Project 2 project_slug: project2 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/lkirch/ScienceSage - position: 58 display_name: Carlos Saritama total_score: 53 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1t_JcO5BrGCUwTnOLSIxpjKJy2QbTGCaI?usp=sharing - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/cssaritama/LLM-Zoomcamp-2025 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/cssaritama/LLM-Zoomcamp-2025/tree/main/hw-agents projects: - project: Project 1 project_slug: project1 total_score: 32 project_score: 23 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/cssaritama/RAG-Mental-Health-Assistant-Project - position: 59 display_name: Sleepy Spence total_score: 53 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Cabetico/llm-zoomcamp-hw/blob/main/hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Cabetico/llm-zoomcamp-hw/blob/main/hw2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Cabetico/llm-zoomcamp-hw/blob/main/hw5.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Cabetico/llm-zoomcamp-hw/blob/main/hw3.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Cabetico/llm-zoomcamp-hw/blob/main/hw4.ipynb projects: - project: Project 2 project_slug: project2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Cabetico/project-rag - position: 60 display_name: Festive Faraday total_score: 53 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ZainabOmn/LLM_ZoomCamp/blob/main/1-intro/01-intro.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ZainabOmn/LLM_ZoomCamp/blob/main/2-vectorsearch_hw/vectorsearch_hw.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ZainabOmn/LLM_ZoomCamp/blob/main/3-evaluation/evaluation_hw.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ZainabOmn/LLM_ZoomCamp/blob/main/workshop_hw.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ZainabOmn/LLM_ZoomCamp/tree/main/0a-agents projects: - project: Project 2 project_slug: project2 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Zainab-Omn/Slack_FAQ - position: 61 display_name: Duc Ho total_score: 53 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/llm-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/llm-zoomcamp/tree/main/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/llm-zoomcamp/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1tuIx6Y0Xitt_FFYMD9DSV6z-VA_VxMNc?usp=sharing - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/naivebird/llm-zoomcamp/tree/main/0a-agents projects: - project: Project 2 project_slug: project2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/naivebird/job-matching-assistant# - position: 62 display_name: Muhammed ÇELİK total_score: 53 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/celik-muhammed/LLM-Zoomcamp-2025-M2-Vector-Search-with-Qdrant/blob/master/LLM-Zoomcamp-2025-M2-Soln/solution.ipynb learning_in_public_links: - https://www.youtube.com/watch?v=cX2vO1q2BGE&list=PL3MmuxUbc_hIB4fSqLy_0AfTjVLpgjV3R&index=9 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/celik-muhammed/LLM-Zoomcamp-2025-M3-RAG-and-LLM-Evaluation/blob/master/LLM-Zoomcamp-2025-M3-Soln/notebook.ipynb learning_in_public_links: - https://www.youtube.com/watch?v=qiWmCV0Knl0&list=PL3MmuxUbc_hIB4fSqLy_0AfTjVLpgjV3R&index=16 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/celik-muhammed/LLM-Zoomcamp-2025-M2.5-RAG-Workshop-Ingest-Index-Query-with-Dlt-and-Cognee/blob/master/cognee_taxi_dataset_demo.ipynb - homework: Agents homework_slug: agents total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/celik-muhammed/LLM-Zoomcamp-2025-M2.5-Agents-Workshop-Communicate-MCP-Server-with-FastMCP/blob/master/LLM-Zoomcamp-2025-M2.5-Agents-Workshop-Soln/homework.ipynb learning_in_public_links: - https://www.youtube.com/watch?v=GH3lrOsU3AU&list=PL3MmuxUbc_hIoBpuc900htYF4uhEAbaT- - https://www.youtube.com/watch?v=7j_NE6Pjv-E projects: - project: Project 1 project_slug: project1 total_score: 28 project_score: 18 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/celik-muhammed/LLM-RAG-Media-Assistant learning_in_public_links: - https://www.youtube.com/watch?v=GH3lrOsU3AU&list=PL3MmuxUbc_hIoBpuc900htYF4uhEAbaT- - position: 63 display_name: Stefanidis Ilias total_score: 53 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iliasstefanidis/llm-zoomcamp/blob/main/01-intro/Homework-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iliasstefanidis/llm-zoomcamp/blob/main/02-vector-search/Homework-2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iliasstefanidis/llm-zoomcamp/blob/main/04-Evaluation/Homework-Evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iliasstefanidis/llm-zoomcamp/blob/main/03-Workshop/Homework-3.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iliasstefanidis/llm-zoomcamp/blob/main/Agents/Homework-Agents.ipynb projects: - project: Project 3 project_slug: project3 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/iliasstefanidis/TheParrotLibrary - position: 64 display_name: Frosty Brattain total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Erfan-ghiyasvand/llm-zoomcamp/blob/main/01-intro/Homework1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Erfan-ghiyasvand/llm-zoomcamp/blob/main/Homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Erfan-ghiyasvand/llm-zoomcamp/blob/main/Homework3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Erfan-ghiyasvand/llm-zoomcamp/blob/main/Homework-2.5.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Erfan-ghiyasvand/llm-zoomcamp/blob/main/Homework-agentic_RAG.ipynb projects: - project: Project 3 project_slug: project3 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Erfan-ghiyasvand/Stardew-RAG-Farmhand - position: 65 display_name: Etty Sekhon total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ettysekhon/llm-zoomcamp-2025/blob/main/packages/llm-rag-workshop/notebooks/intro-homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ettysekhon/llm-zoomcamp-2025/blob/main/packages/vector_search/src/vector_search/notebooks/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ettysekhon/llm-zoomcamp-2025/blob/main/packages/vector_search/src/vector_search/notebooks/dlt-homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ettysekhon/llm-zoomcamp-2025/commit/6168716d40e311f00aea9f5c260bf7cc2be96374 projects: - project: Project 3 project_slug: project3 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ettysekhon/modern-wisdom-llm-native-pipeline - position: 66 display_name: Admiring Matsumoto total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gsenseless/LLMzoomcamp/blob/master/HW1/main.py#L3 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gsenseless/LLMzoomcamp/tree/master/HW2 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/gsenseless/LLMzoomcamp/tree/master/HW_3 learning_in_public_links: - https://github.com/DataTalksClub/llm-zoomcamp/pull/125 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gsenseless/LLMzoomcamp/tree/master/HW3 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gsenseless/LLMzoomcamp/tree/master/HW3 projects: - project: Project 3 project_slug: project3 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/gsenseless/tg_job_RAG - position: 67 display_name: Vladimir Afanasev total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/NotYetBenGan/LLMZoomCamp/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/vdafanasev_llm-zoomcamp01-intro-at-main-datatalksclub-activity-7340266513813176320-H-yc?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB91IesBVu4PBBCWxysZI8J-6CbwxFvR02Y - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NotYetBenGan/LLMZoomCamp/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NotYetBenGan/LLMZoomCamp/blob/main/03-evaluation/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/NotYetBenGan/LLMZoomCamp/tree/main/0a-agents projects: - project: Project 1 project_slug: project1 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/NotYetBenGan/LLMZoomCamp/blob/main/Project/README.md learning_in_public_links: - https://www.linkedin.com/posts/vdafanasev_llmzoomcamp-activity-7373407935185592320-w-2m?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB91IesBVu4PBBCWxysZI8J-6CbwxFvR02Y - position: 68 display_name: Chuck Norris total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anicolas91/LLM-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anicolas91/LLM-zoomcamp/blob/main/homeworks/homework_2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anicolas91/LLM-zoomcamp/blob/main/homeworks/homework_3.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anicolas91/LLM-zoomcamp/blob/main/homeworks/homework_agents.ipynb projects: - project: Project 3 project_slug: project3 total_score: 28 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/anicolas91/CitizenshipTest - position: 69 display_name: Bruno Facco Almeida total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/llm-zoomcamp-course/blob/Master/01-intro/homework-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/llm-zoomcamp-course/tree/Master/02-vectorsearch - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/llm-zoomcamp-course/tree/Master/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/llm-zoomcamp-course/blob/Master/workshop-dlt/Workshop_dlt.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/Facco-Bruno/llm-zoomcamp-course/tree/Master/0a-agents faq_contribution: Put the documents and the homework in the same place to facility the search. projects: - project: Project 1 project_slug: project1 total_score: 27 project_score: 18 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Facco-Bruno/LLM_Talks_QA_Project# - position: 70 display_name: Sergei Plekhov total_score: 52 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/data-tomic/llm-zoomcamp/tree/main/01-intro learning_in_public_links: - https://www.linkedin.com/posts/splekhov_llmzoomcamp-llm-elasticsearch-activity-7340265333963870209-ix66?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAAACxXxkBOYOQZiLYaPUhA1ucvaPPyNygsO0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/llm-zoomcamp/tree/main/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/llm-zoomcamp/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/llm-zoomcamp/blob/main/workshops/dlt/hw_dlt_workshop.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/data-tomic/llm-zoomcamp/tree/main/workshops/0a-agents projects: - project: Project 2 project_slug: project2 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/data-tomic/llm-zoomcamp/tree/main/06-project - position: 71 display_name: Vigilant Fermi total_score: 52 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Josesx506/llm_zoomcamp_25/blob/main/homeworks/module3.ipynb projects: - project: Project 1 project_slug: project1 total_score: 16 project_score: 15 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: false github_link: https://github.com/Josesx506/llmzoomcamp-capstone/tree/main faq_contribution: Setting up the monitoring dashboard this year was not really straightforward, so I used the videos and links from last year - project: Project 2 project_slug: project2 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Josesx506/llmzoomcamp-capstone/tree/main - position: 72 display_name: Objective Khayyam total_score: 51 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wgb-10/llm-zoomcamp-hw - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wgb-10/llm-zoomcamp-hw/tree/main - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wgb-10/llm-zoomcamp-hw/blob/main/03-evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wgb-10/llm-zoomcamp-hw/blob/main/dlt-workshop.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wgb-10/llm-zoomcamp-hw/tree/main/0a-agents projects: - project: Project 3 project_slug: project3 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/wgb-10/dtc-book-archive-qa-system - position: 73 display_name: Compassionate Grothendieck total_score: 51 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://twu.quarto.pub/llm-zoomcamp-2025-module-1-homework/ - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://twu.quarto.pub/llm-zoomcamp-2025-module-2-homework/ - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://twu.quarto.pub/llm-zoomcamp-2025-module-3-homework/ - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://twu.quarto.pub/llm-zoomcamp-2025-dlt-workshop/ - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://twu.quarto.pub/llm-zoomcamp-2025-dlt-workshop-3d4f/ projects: - project: Project 2 project_slug: project2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/twu13/TrialGPT - position: 74 display_name: Adoring Brattain total_score: 50 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/akumawavez/LLMzoomcamp2025/blob/main/cohorts/2025/homework/03-evaluation/hw3_submission.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/akumawavez/LLMzoomcamp2025/blob/main/cohorts/2025/homework/LLM_zoomcamp2025_dlt_HW.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/akumawavez/LLMzoomcamp2025/tree/main/cohorts/2025/homework/0a-agents projects: - project: Project 2 project_slug: project2 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/akumawavez/LLMzoomcamp2025/tree/main/cohorts/2025/project/attempt2 - project: Project 3 project_slug: project3 total_score: 18 project_score: 9 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/akumawavez/LLMzoomcamp2025/tree/main/cohorts/2025/project/AI_NutritionLabel_Explainer - position: 75 display_name: Przemek K total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PK109/llm-zoomcamp-2025/blob/main/01-intro/01-intro/Homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PK109/llm-zoomcamp-2025/blob/main/02-vector-search/homework.md - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PK109/llm-zoomcamp-2025/blob/main/03-evaluation/Homework.md - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PK109/llm-zoomcamp-2025/tree/main/cognee-workshop - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PK109/llm-zoomcamp-2025/blob/main/0a-agents/Homework.md projects: - project: Project 3 project_slug: project3 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/PK109/customer_support_rag_system - position: 76 display_name: Xue Zhiming total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-Bruce/LLM-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-Bruce/LLM-zoomcamp/tree/main/Homework2 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-Bruce/LLM-zoomcamp - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-Bruce/LLM-zoomcamp - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Xue-Zhiming-Bruce/LLM-zoomcamp projects: - project: Project 3 project_slug: project3 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Xue-Zhiming-Bruce/LLM-Zoomcamp-RAG-Project - position: 77 display_name: Friendly Albattani total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheperd007/LLM-zoomcamp/blob/main/01-intro/Rag.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheperd007/LLM-zoomcamp/blob/main/02-vector-search/Search.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheperd007/LLM-zoomcamp/tree/main/03-evaluation - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sheperd007/LLM-zoomcamp/tree/main/0a-agents projects: - project: Project 1 project_slug: project1 total_score: 27 project_score: 18 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sheperd007/LLM-zoomcamp/tree/main/Final_Project#background - position: 78 display_name: Gagan Arora total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/gaganarora23/llm-zoomcamp2025/blob/main/module1-llm/homework1.ipynb faq_contribution: NA learning_in_public_links: - https://bsky.app/profile/gaganarora.bsky.social/post/3lrelavhuxk2x - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 14 questions_score: 7 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/gaganarora23/llm-zoomcamp2025/blob/main/module2-llm/homework2.ipynb faq_contribution: NA learning_in_public_links: - https://bsky.app/profile/gaganarora.bsky.social/post/3lsauboufac2j - https://bsky.app/profile/gaganarora.bsky.social/post/3lsfry3whc22a - https://bsky.app/profile/gaganarora.bsky.social/post/3lsekh2zb6s2f - https://bsky.app/profile/gaganarora.bsky.social/post/3lshfydyvx22q - https://bsky.app/profile/gaganarora.bsky.social/post/3lshg3eyw322q - https://bsky.app/profile/gaganarora.bsky.social/post/3lshg4b47g22q - https://bsky.app/profile/gaganarora.bsky.social/post/3lstj6vgk7c2j - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 10 questions_score: 3 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/gaganarora23/llm-zoomcamp2025/tree/main/module3-evaluation learning_in_public_links: - https://bsky.app/profile/gaganarora.bsky.social/post/3lw5uttndyc2u - https://bsky.app/profile/gaganarora.bsky.social/post/3lw5uvk4ib22u - https://bsky.app/profile/gaganarora.bsky.social/post/3lw5uwo6kwc2u - https://bsky.app/profile/gaganarora.bsky.social/post/3lw5uzj4qvk2u - https://bsky.app/profile/gaganarora.bsky.social/post/3lw5v2upfsk23 - https://bsky.app/profile/gaganarora.bsky.social/post/3lw5v3jeusc23 - https://bsky.app/profile/gaganarora.bsky.social/post/3lw5v4bspe223 - homework: dlt Workshop homework_slug: dlt total_score: 6 questions_score: 3 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/gaganarora23/llm-zoomcamp2025/tree/main/dlt learning_in_public_links: - https://bsky.app/profile/gaganarora.bsky.social/post/3ltnbp3iyxs25 - https://bsky.app/profile/gaganarora.bsky.social/post/3ltnc4eqv4k25 - https://bsky.app/profile/gaganarora.bsky.social/post/3ltncm2o53c25 - homework: Agents homework_slug: agents total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/gaganarora23/llm-zoomcamp2025/blob/main/hw-workshop-agent.ipynb learning_in_public_links: - https://bsky.app/profile/gaganarora.bsky.social/post/3ltzxziv2ek24 - https://bsky.app/profile/gaganarora.bsky.social/post/3ltzy52wvc224 - https://bsky.app/profile/gaganarora.bsky.social/post/3ltzy76rn5s24 - https://bsky.app/profile/gaganarora.bsky.social/post/3ltzyclofu224 - https://bsky.app/profile/gaganarora.bsky.social/post/3ltzygs5lys24 - https://bsky.app/profile/gaganarora.bsky.social/post/3ltzyj2zvs224 - https://bsky.app/profile/gaganarora.bsky.social/post/3ltzysxwkrc24 - position: 79 display_name: Rachel Li total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rachel0619/llm_zoomcamp/blob/main/01_intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rachel0619/llm_zoomcamp/blob/main/02_vector_search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rachel0619/llm_zoomcamp/blob/main/03_evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rachel0619/llm_zoomcamp/blob/main/Bonus%20modules/dlt_homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rachel0619/llm_zoomcamp/blob/main/Bonus%20modules/weather_client.py projects: - project: Project 1 project_slug: project1 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Rachel0619/VanTrails/tree/main - position: 80 display_name: Boring Haslett total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/LLMZoom/tree/main/01-Introduction - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/LLMZoom/tree/main/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/LLMZoom/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/LLMZoom/tree/main/dlt-workshop - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/freillat/LLMZoom/tree/main/0a-agents projects: - project: Project 1 project_slug: project1 total_score: 22 project_score: 13 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/freillat/FinReportingLLM - position: 81 display_name: GlenLB total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gleekzone/llm-zoomcamp-glen/blob/main/intro/homework-intro.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gleekzone/llm-zoomcamp-glen/blob/main/vector_search/homework_02.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gleekzone/llm-zoomcamp-glen/blob/main/search_evaluation/search_evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gleekzone/llm-zoomcamp-glen/tree/main/workshops projects: - project: Project 2 project_slug: project2 total_score: 29 project_score: 20 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Gleekzone/multi-agent-tasting-assistant - position: 82 display_name: DvrkDvys total_score: 50 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/dvrk-dvys/llm_zoomcamp/blob/main/module_1/homework.ipynb faq_contribution: I helped other students with making a docker_compose to spin up elastic search reliably - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dvrk-dvys/llm_zoomcamp/blob/main/module_2/homework_2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dvrk-dvys/llm_zoomcamp/blob/main/workshops/dlt_homework.py - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dvrk-dvys/llm_zoomcamp/blob/main/workshops/agents/agents_homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 32 project_score: 23 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/dvrk-dvys/ResidentRag - position: 83 display_name: Süleyman ÇELİK total_score: 50 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/suleyman-celik/llmops-zoomcamp-2025/blob/main/02-vector-search/hmw2-sol.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/suleyman-celik/llm-rag-workshop/blob/main/03-evaluation/03-evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/suleyman-celik/llm-rag-workshop/tree/main - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/suleyman-celik/llm-rag-workshop/blob/main/0a-agent-ws/weather_agent.ipynb projects: - project: Project 1 project_slug: project1 total_score: 28 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/suleyman-celik/LLM-RAG-Insurance-Assistant - position: 84 display_name: Sundarkp total_score: 49 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/clicksuku/SundarkpCode/blob/master/LLM%20Zoomcamp%202025/Module%201/insertIntoElastic.py learning_in_public_links: - https://github.com/clicksuku/SundarkpCode/blob/master/LLM%20Zoomcamp%202025/Module%201/insertIntoElastic.py - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/clicksuku/SundarkpCode/blob/master/LLM%20Zoomcamp%202025/Module%202/qdrantclient.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 3 questions_score: 2 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/clicksuku/SundarkpCode/tree/master/LLM%20Zoomcamp%202025/Module%203 learning_in_public_links: - https://md-hadi.medium.com/mastering-tf-idf-preprocessing-text-data-for-large-language-models-6a5878aecda8 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/clicksuku/SundarkpCode/blob/master/LLM%20Zoomcamp%202025/DLT%20Module/faq.py - homework: Agents homework_slug: agents total_score: 9 questions_score: 6 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/clicksuku/SundarkpCode/tree/master/LLM%20Zoomcamp%202025/Agents faq_contribution: "Testing MCP Servers with MCP Inspector\r\n\r\nInstall MCP Inspector\r\ \n1. \tNode should be installed\r\n2. \tTo install the MCP Inspector,\ \ simply run the following command in your terminal:\r\nnpm i @modelcontextprotocol/inspector\r\ \nRun MCP Inspector\r\n· \tRun from the terminal the following\r\nnpx @modelcontextprotocol/inspector\r\ \nInspect MCP Server\r\n· \tConnect to the MCP Server\r\n\r\n· \tThe inspector\ \ can list tools, templates, resources and prompts from the MCP Server\r\n\r\ \n \r\nReference\r\nhttps://medium.com/@anil.goyal0057/how-to-test-your-mcp-server-using-mcp-inspector-c873c417eec1\r\ \n\t\t\t\t\t\t\tAdded - Sundara Kumar Padmanabhan" learning_in_public_links: - https://x.com/clicksuku/status/1946849406948721055 - https://medium.com/@anil.goyal0057/how-to-test-your-mcp-server-using-mcp-inspector-c873c417eec1 projects: - project: Project 2 project_slug: project2 total_score: 23 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 2 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/clicksuku/SundarkpCode/tree/master/LLM%20Zoomcamp%202025%20Project faq_contribution: Testing MCP Servers with MCP Inspector learning_in_public_links: - https://x.com/clicksuku/status/1946849406948721055 - https://medium.com/@anil.goyal0057/how-to-test-your-mcp-server-using-mcp-inspector-c873c417eec1 - position: 85 display_name: Confident Perlman total_score: 49 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/LLM_Zoomcamp_2025 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/LLM_Zoomcamp_2025/blob/main/src/cohort2025_02 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/LLM_Zoomcamp_2025/blob/main/src/cohort2025_03.py - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Flow791/LLM_Zoomcamp_2025/blob/main/src/cohort2025_agent.py projects: - project: Project 1 project_slug: project1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Flow791/ScoutRAG - position: 86 display_name: Elastic Poitras total_score: 49 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/LLM-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/LLM-zoomcamp/tree/main/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/LLM-zoomcamp/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/LLM-zoomcamp/tree/main/dlt-workshop - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dkaattae/LLM-zoomcamp/tree/main/00-agents projects: - project: Project 2 project_slug: project2 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Dkaattae/Public-Filings-Chat-Bot-RAG - position: 87 display_name: Dreamy Stallman total_score: 49 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/llm-zoomcamp25/tree/main/module-1 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/llm-zoomcamp25/tree/main/module-2 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/llm-zoomcamp25/tree/main/module-3 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/krish-rm/llm-zoomcamp25/tree/main/0a-agents projects: - project: Project 3 project_slug: project3 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/krish-rm/market-master-trading-decision-agent - position: 88 display_name: Evil Pollo total_score: 48 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/bobbykim89/llm-zoomcamp/blob/master/01-intro/homework-note.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7339445243676672002/ - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/bobbykim89/llm-zoomcamp/blob/master/02-vector-search/homework-note.ipynb learning_in_public_links: - https://www.linkedin.com/posts/sihun-kim-9baa17165_github-bobbykim89llm-zoomcamp-files-for-activity-7346295636566167552-rINj?utm_source=share&utm_medium=member_desktop&rcm=ACoAACd7zd4BHWesnvNpbLmAzKj8XV-YIdtBYIE - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/bobbykim89/llm-zoomcamp/blob/master/03-evaluation/homework-note.ipynb learning_in_public_links: - https://www.linkedin.com/posts/sihun-kim-9baa17165_github-bobbykim89llm-zoomcamp-files-for-activity-7358605937479225344--VJE?utm_source=share&utm_medium=member_desktop&rcm=ACoAACd7zd4BHWesnvNpbLmAzKj8XV-YIdtBYIE projects: - project: Project 3 project_slug: project3 total_score: 27 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/bobbykim89/LLM-Project-LOTR learning_in_public_links: - https://www.linkedin.com/posts/sihun-kim-9baa17165_llmzoomcamp-datatalksclub-share-7385258247307497472-_71t?utm_source=share&utm_medium=member_desktop&rcm=ACoAACd7zd4BHWesnvNpbLmAzKj8XV-YIdtBYIE - position: 89 display_name: Naughty Euler total_score: 48 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 2 faq_score: 1 learning_in_public_score: 4 homework_link: https://github.com/Davidmide02/llm_zoomcamp.git faq_contribution: You can use open-source LLM learning_in_public_links: - https://www.linkedin.com/posts/david-adenusi-27davidmide_machinelearning-machinelearning-datascience-activity-7257125973421080576-LV1_?utm_source=share&utm_medium=member_desktop - https://x.com/Davidmide02/status/1853838418763297137 - https://davidmide02.hashnode.dev/decision-trees-and-ensemble-learning - https://www.linkedin.com/pulse/machine-learning-deployment-david-adenusi-vkude projects: - project: Project 1 project_slug: project1 total_score: 41 project_score: 22 peer_review_score: 9 project_learning_in_public_score: 3 peer_review_learning_in_public_score: 6 project_faq_score: 1 passed: true github_link: https://github.com/Davidmide02/edrag-course-assistant-.git faq_contribution: The more effective and correct your knowledge database is the better your RAG will perform learning_in_public_links: - https://davidmide02.hashnode.dev/building-an-ai-academic-tutor-a-step-by-step-journey-into-rag-systems - https://github.com/Davidmide02/edrag-course-assistant-.git - https://medium.com/@davidmide07/building-an-ai-academic-tutor-a-step-by-step-journey-into-rag-systems-a3dd7a4d0cc9 - position: 90 display_name: Shayan Shafiee Moghadam total_score: 48 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shayansm2/llm-zoomcamp-playground/blob/main/week1/hw.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shayansm2/llm-zoomcamp-playground/blob/main/week2/hw.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shayansm2/llm-zoomcamp-playground/blob/main/week3_dlt/hw.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shayansm2/llm-zoomcamp-playground/blob/main/week4_agent/hw.ipynb projects: - project: Project 3 project_slug: project3 total_score: 26 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/shayansm2/askhn/ learning_in_public_links: - https://substack.com/home/post/p-176588889 - position: 91 display_name: Kevin Moore total_score: 48 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 14 questions_score: 6 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/kevmo/llmz faq_contribution: https://docs.google.com/document/d/1m2KexowAXTmexfC5rVTCSnaShvdUQ8Ag2IEiwBDHxN0/edit?tab=t.0#heading=h.syjdkcxbwsuz learning_in_public_links: - https://bsky.app/profile/binkyai.bsky.social/post/3ls57a3wjf22o - https://bsky.app/profile/binkyai.bsky.social/post/3ls5bz6uwgk2y - https://bsky.app/profile/binkyai.bsky.social/post/3ls5c7tmxu22y - https://bsky.app/profile/binkyai.bsky.social/post/3ls5ckx7tus2y - https://bsky.app/profile/binkyai.bsky.social/post/3ls5cpangjs2y - https://bsky.app/profile/binkyai.bsky.social/post/3ls5cxydppk2y - https://bsky.app/profile/binkyai.bsky.social/post/3ls5d5oh6a22y - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 15 questions_score: 7 faq_score: 1 learning_in_public_score: 7 homework_link: https://github.com/kevmo/llmz/blob/main/hw/HW2.ipynb faq_contribution: https://docs.google.com/document/d/1m2KexowAXTmexfC5rVTCSnaShvdUQ8Ag2IEiwBDHxN0/edit?tab=t.0#heading=h.drvf7spv9re learning_in_public_links: - 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Run this command\r\ \ndocker run -p 6333:6333 -p 6334:6334 -v qdrant_data:/qdrant/storage:z qdrant/qdrant" learning_in_public_links: - https://www.linkedin.com/posts/ultrenz-vidal_vector-search-module-llm-zoomcamp-activity-7345746598355750912-JQny?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAAB4PzfEB8pPSLcs0tTxurVaKHQtD2qaRwFg - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/OneRenix/llm-zoomcamp/blob/main/03-evaluation/hw.ipynb learning_in_public_links: - https://github.com/OneRenix/llm-zoomcamp/blob/main/03-evaluation/hw.ipynb - https://www.threads.com/@ultrenzv/post/DOIkmqQEs-S?xmt=AQF0tp3bRJtmSCRKEb-l0YJgqKxfAeyoqkXqBXqJX44gAQ - https://x.com/GeraniumHikari/status/1963163002842259828 - https://www.threads.com/@ultrenzv/post/DOIlSbikkpg?xmt=AQF0tp3bRJtmSCRKEb-l0YJgqKxfAeyoqkXqBXqJX44gAQ - https://www.threads.com/@ultrenzv/post/DOIlkvlEjG9?xmt=AQF0tp3bRJtmSCRKEb-l0YJgqKxfAeyoqkXqBXqJX44gAQ - https://www.threads.com/@ultrenzv/post/DOIl5_cku3L?xmt=AQF0tp3bRJtmSCRKEb-l0YJgqKxfAeyoqkXqBXqJX44gAQ - https://www.threads.com/@ultrenzv/post/DOImLQOkiKl?xmt=AQF0tp3bRJtmSCRKEb-l0YJgqKxfAeyoqkXqBXqJX44gAQ - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/OneRenix/llm-zoomcamp/blob/main/workshop-open-source-dlt/workshop_open_source_dlt_hw.ipynb learning_in_public_links: - https://www.linkedin.com/posts/ultrenz-vidal_dataengineering-ai-rag-activity-7349210041150840832-40kE?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAAB4PzfEB8pPSLcs0tTxurVaKHQtD2qaRwFg - homework: Agents homework_slug: agents total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/OneRenix/llm-zoomcamp/tree/main/02-agents learning_in_public_links: - https://www.linkedin.com/posts/ultrenz-vidal_github-datatalksclubllm-zoomcamp-llm-activity-7361160654486982657-E8dE?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAAB4PzfEB8pPSLcs0tTxurVaKHQtD2qaRwFg - 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homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/martinid90/llm-zoomcamp/blob/dlt/cohorts/2025/workshops/dlt/hw_dlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/martinid90/llm-zoomcamp/tree/0a-agents/cohorts/2025/0a-agents projects: - project: Project 1 project_slug: project1 total_score: 20 project_score: 20 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/martinid90/cs-chatbot-research-llm-zoomcamp - position: 97 display_name: Alexander Chugunov total_score: 45 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/alexchugunoff/llm-zoomcamp/blob/main/01-intro/homework.ipynb learning_in_public_links: - 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https://www.linkedin.com/posts/alex-chugunov_github-alexchugunoffmarketplace-seller-agent-activity-7386158105165991936-YekE?utm_source=share&utm_medium=member_desktop&rcm=ACoAABPCWRoBh_gDSaVsTdNk6safeEVMV-a1x8k - position: 98 display_name: Olga total_score: 44 projects: - project: Project 1 project_slug: project1 total_score: 17 project_score: 17 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Kabalkina/baby_food_guide - project: Project 3 project_slug: project3 total_score: 27 project_score: 18 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Kabalkina/baby_food_guide - position: 99 display_name: Algaib total_score: 44 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/file/d/1hqLL-X3qw9-ZKcwKoLlTLVpgGj3tgpy8/view?usp=sharing - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1__klgqxbhqr31YtD6pOoO7FnlG4QRcmp?usp=sharing - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1ofuKGdxSoMRHQXD-IqPYCWyMlq_t_swP?usp=sharing - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://drive.google.com/drive/folders/1dK0LYoPfUkL2pNNQf14l9jjZprwU7-US?usp=sharing projects: - project: Project 3 project_slug: project3 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Jaykold/llmzoomcamp-project - position: 100 display_name: Sergei Mangilev total_score: 44 homeworks: - 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position: 101 display_name: Max Schafer total_score: 43 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maxsg5/llm-zoomcamp/blob/main/2-Module2/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maxsg5/llm-zoomcamp/blob/main/03-evaluation/Homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maxsg5/llm-zoomcamp/tree/main/Workshop1 projects: - project: Project 1 project_slug: project1 total_score: 28 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/maxsg5/rag-system - position: 102 display_name: Jovial Pike total_score: 43 homeworks: - 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Just upload the file\ \ to the directory" learning_in_public_links: - https://x.com/Scrybe_Dev/status/1929919158021472318 - https://www.linkedin.com/in/gilbert-kiprotich-a3b32470/ - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Gilliography/llm-zoomcamp learning_in_public_links: - https://x.com/Scrybe_Dev/status/1929919158021472318 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Gilliography/llm-zoomcamp learning_in_public_links: - https://x.com/Scrybe_Dev/status/1929919158021472318 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gilliography/llm-zoomcamp projects: - project: Project 1 project_slug: project1 total_score: 12 project_score: 11 peer_review_score: 0 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/Gilliography/llm-zoomcamp/tree/main/Athletics%20Agent learning_in_public_links: - 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https://x.com/ramyashreeshtty/status/1939825637218558286 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/ramyashreeshetty/llm-zoomcamp-2025/blob/main/03-evaluation/homework.ipynb learning_in_public_links: - https://x.com/ramyashreeshtty/status/1954967757461590119 - https://x.com/ramyashreeshtty/status/1954967959660622044 - https://x.com/ramyashreeshtty/status/1954968062907781535 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ramyashreeshetty/llm-zoomcamp-2025/blob/main/dlt-workshop/homework.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/ramyashreeshetty/llm-zoomcamp-2025/blob/main/0a-agents/homework.ipynb learning_in_public_links: - https://x.com/ramyashreeshtty/status/1945612846894592320 - position: 119 display_name: Dheerajkumar Solanki total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dheerajkumar-solanki/llm-zoomcamp/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://github.com/dheerajkumar-solanki/llm-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dheerajkumar-solanki/llm-zoomcamp/blob/main/02-vector-search/dks_homework.ipynb learning_in_public_links: - https://github.com/dheerajkumar-solanki/llm-zoomcamp - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dheerajkumar-solanki/llm-zoomcamp/blob/main/cohorts/2025/03-evaluation/dks_homework.ipynb learning_in_public_links: - https://github.com/dheerajkumar-solanki/llm-zoomcamp - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dheerajkumar-solanki/llm-zoomcamp/blob/main/cohorts/2025/workshops/dks_homework.ipynb learning_in_public_links: - https://github.com/dheerajkumar-solanki/llm-zoomcamp - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dheerajkumar-solanki/llm-zoomcamp/blob/main/cohorts/2025/0a-agents/dks_homework.ipynb learning_in_public_links: - https://github.com/dheerajkumar-solanki/llm-zoomcamp - position: 120 display_name: Amazing Bhaskara total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 5 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/ericjenkinson/llm-workshop-datatalks/blob/main/module01/Homework.ipynb faq_contribution: "ModuleNotFoundError on import docx in parse-faq.ipynb\r\nThe\ \ correct package name for docx is python-docx, not docx." learning_in_public_links: - https://mastodon.social/@ericjenkinson/114666096298955833 - https://bsky.app/profile/ericjenkinson.bsky.social/post/3lrdz2itjwc2n - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/ericjenkinson/llm-workshop-datatalks/blob/main/module02-Vector-Search/Homework-VectorSearch.ipynb learning_in_public_links: - https://mastodon.social/@ericjenkinson/114757696067249569 - https://bsky.app/profile/ericjenkinson.bsky.social/post/3lsmp7tdc2k2g - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ericjenkinson/llm-workshop-datatalks/blob/main/module03-Evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 5 questions_score: 3 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/ericjenkinson/llm-workshop-datatalks/blob/main/workshops/dlt/dlt-homework.ipynb learning_in_public_links: - https://bsky.app/profile/ericjenkinson.bsky.social/post/3ltfm4gmtrk2f - https://mastodon.social/@ericjenkinson/114813807537124514 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ericjenkinson/llm-workshop-datatalks/blob/main/module0a-Agentic-RAG/agents-homework.ipynb - position: 121 display_name: Zealous Colden total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/valeriich/llm-zoomcamp/blob/main/01-intro/homework-1.ipynb learning_in_public_links: - https://x.com/trueRock_n_roll/status/1933827669642170759 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/valeriich/llm-zoomcamp/blob/main/02-vector-search/homework-2.ipynb learning_in_public_links: - https://x.com/trueRock_n_roll/status/1939025929772159176 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/valeriich/llm-zoomcamp/blob/main/03-evaluation/homework-3.ipynb learning_in_public_links: - https://x.com/trueRock_n_roll/status/1946888456342208530 - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/valeriich/llm-zoomcamp/blob/main/workshops/dlt/dlt-homework.ipynb learning_in_public_links: - https://x.com/trueRock_n_roll/status/1941612627421008317 - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/valeriich/llm-zoomcamp/blob/main/workshops/agents/homework-0a.ipynb learning_in_public_links: - https://x.com/trueRock_n_roll/status/1944701666525106403 - position: 122 display_name: imgabidotcom total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/01_intro/_homework_w1.ipynb learning_in_public_links: - https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/01_intro/__notes.md - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/02_vector_search/_homework_w2.ipynb learning_in_public_links: - https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/02_vector_search/__notes.md - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/03_evaluation/_homework.ipynb learning_in_public_links: - https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/03_evaluation/__notes.md - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/03_workshop/_homework.ipynb learning_in_public_links: - https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/03_workshop/__notes.md - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/0a-agents/_homework.ipynb learning_in_public_links: - https://github.com/fonsecagabriella/llm_zoomcamp/blob/main/0a-agents/__notes.md - position: 123 display_name: Wonderful Shockley total_score: 33 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mavcr/llm-zoomcamp/tree/main/intro-01/homework - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mavcr/llm-zoomcamp/tree/main/02-vector-search/homework - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mavcr/llm-zoomcamp/tree/main/workshops/dlt/homework - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mavcr/llm-zoomcamp/tree/main/workshops/agents/homework projects: - project: Project 3 project_slug: project3 total_score: 11 project_score: 11 peer_review_score: 0 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/mavcr/quizmate - position: 124 display_name: Hungry Feynman total_score: 32 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gkumarg/llmzoom/blob/main/HW1/rag_intro.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gkumarg/llmzoom/blob/main/HW2/text_embedding.ipynb projects: - project: Project 2 project_slug: project2 total_score: 19 project_score: 10 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/gkumarg/agentic_rag_streamlit/ - position: 125 display_name: Unruffled Yonath total_score: 32 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yeoyingxin/llm-zoomcamp/blob/a8b96e4927938fc4f457cc59b8c286cf76d8ed26/03-evaluation/homework_3.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yeoyingxin/llm-zoomcamp/tree/868e04adfbba97b04341ff216b18b2c6e8670681/0a-agents projects: - project: Project 1 project_slug: project1 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/yeoyingxin/travel-recommendations-japan - position: 126 display_name: Salma Judah total_score: 32 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/thesalmajudah/llm-playground/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/salmajudah_datatalksclub-llmzoomcamp-llms-activity-7341058721776635904-zWXq?utm_source=share&utm_medium=member_desktop&rcm=ACoAACA5ef0B-6fePtjoV63KaUOBhxAbURdzdfY - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/thesalmajudah/llm-playground/blob/main/02-vector-search/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/salmajudah_datatalksclub-llmzoomcamp-llms-activity-7342889715294961667-aJmq?utm_source=share&utm_medium=member_desktop&rcm=ACoAACA5ef0B-6fePtjoV63KaUOBhxAbURdzdfY - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/thesalmajudah/llm-playground/blob/main/03-evaluation/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/salmajudah_datatalksclub-llmzoomcamp-evaluation-activity-7354523864648888320-ypDV?utm_source=share&utm_medium=member_desktop&rcm=ACoAACA5ef0B-6fePtjoV63KaUOBhxAbURdzdfY - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/thesalmajudah/llm-playground/blob/main/dlt-workshop/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/salmajudah_datatalksclub-llmzoomcamp-cognee-activity-7347962299673907201-c3iH?utm_source=share&utm_medium=member_desktop&rcm=ACoAACA5ef0B-6fePtjoV63KaUOBhxAbURdzdfY - homework: Agents homework_slug: agents total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/thesalmajudah/llm-playground/blob/main/0a-agents/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/salmajudah_datatalksclub-llmzoomcamp-agents-activity-7350901952488128514-YCOA?utm_source=share&utm_medium=member_desktop&rcm=ACoAACA5ef0B-6fePtjoV63KaUOBhxAbURdzdfY - https://www.linkedin.com/posts/salmajudah_ai-machinelearning-agents-activity-7360321309458755584-UEA7?utm_source=share&utm_medium=member_desktop&rcm=ACoAACA5ef0B-6fePtjoV63KaUOBhxAbURdzdfY - position: 127 display_name: Mohamed Mostafa total_score: 31 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/MohamedMostafa259/LLM-Zoomcamp/tree/main/dlt-workshop projects: - project: Project 3 project_slug: project3 total_score: 24 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/MohamedMostafa259/pif-multimodal-rag learning_in_public_links: - https://www.reddit.com/r/Rag/comments/1o6mkux/built_a_productiongrade_multimodal_rag_system_for/ - position: 128 display_name: Anurag0072 total_score: 31 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/anurag1210/llm-zoomcamp-2025/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://bsky.app/profile/anufundo.bsky.social - https://x.com/anuragtech5/status/1935845165073121589 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://colab.research.google.com/drive/17rXfrIlJFOHvsW3xJ0IwY_4LVazCX4lV?usp=sharing learning_in_public_links: - https://bsky.app/profile/anufundo.bsky.social/post/3lsvurrnnzs2g - https://x.com/anuragtech5/status/1940049824369582232 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1qEELJJvSYPV3ZUOgN1g9LsbR_66zCyR4?usp=sharing - homework: dlt Workshop homework_slug: dlt total_score: 5 questions_score: 3 faq_score: 0 learning_in_public_score: 2 homework_link: https://colab.research.google.com/drive/1hvTvEDyPmFpBB9d9MhwJkeh7n_m6mkKA?usp=sharing learning_in_public_links: - https://bsky.app/profile/anufundo.bsky.social/post/3luevawtlt22h - https://x.com/anuragtech5/status/1946825013492863137 - homework: Agents homework_slug: agents total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/anurag1210/llm-zoomcamp-2025/tree/main/0a-agents learning_in_public_links: - https://x.com/anuragtech5/status/1955201615268344090 - https://bsky.app/profile/anufundo.bsky.social/post/3lw6z7sofvk2n - position: 129 display_name: Goofy Chatelet total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/FranciscoOrtizTena/llm-zoomcamp-2025/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/FranciscoOrtizTena/llm-zoomcamp-2025/blob/main/02-vector-search/homework_2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/francisco-ortiz-tena_github-datatalksclubllm-zoomcamp-llm-activity-7345523767801954304-ZrJG?utm_source=share&utm_medium=member_desktop&rcm=ACoAABjKcnUB5CWEX30PpHd-5M5Y7GC0YKJoeCw - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/FranciscoOrtizTena/llm-zoomcamp-2025/blob/main/03-evaluation/homework_3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/FranciscoOrtizTena/llm-zoomcamp-2025/blob/main/dlt_workshop/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/francisco-ortiz-tena_llmzoomcamp-llmzoomcamp-rag-activity-7349508475913162752-QGSd?utm_source=share&utm_medium=member_desktop&rcm=ACoAABjKcnUB5CWEX30PpHd-5M5Y7GC0YKJoeCw - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/FranciscoOrtizTena/llm-zoomcamp-2025/blob/main/0a-agents/homework.md - position: 130 display_name: Unruffled Mahavira total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/brunoVnonato/llm-zoomcamp/blob/main/module-1/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/brunovn_llmzoomcamp-datatalksclub-activity-7339867627525136384-JXtL?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA3-SzABdCJu0tROAYonF8HhqJjw9AjtoOg - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/brunoVnonato/llm-zoomcamp/blob/main/module-2/homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7341472385935597571/ - https://www.linkedin.com/feed/update/urn:li:activity:7340388944464728065/ - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/brunoVnonato/llm-zoomcamp/blob/main/module-3/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/brunoVnonato/llm-zoomcamp/blob/main/dlt_workshop/dlt_homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 131 display_name: Strange Shirley total_score: 30 projects: - project: Project 2 project_slug: project2 total_score: 30 project_score: 21 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/sindhurauppu/k8s-assistant - position: 132 display_name: Bruno Caraffa total_score: 30 projects: - project: Project 3 project_slug: project3 total_score: 30 project_score: 20 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 1 passed: true github_link: https://github.com/bkraffa/ds-interview-coach faq_contribution: Great project. Perhaps also grouping all final projects by case use we can have a quicker inspiration for the project, something I struggled with a little bit. - position: 133 display_name: Hardcore Faraday total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/primusanto/homework-llmzoomcamp-2025 faq_contribution: I did ask few questions, about question 4 and 5. I spent quite a bit of time debuging the context prompt because the answer that i have is not in the selection, but later i found out that the comment at submit result part - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/primusanto/homework-llmzoomcamp-2025/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/primusanto/homework-llmzoomcamp-2025/blob/main/03-evaluation/homework3.ipynb learning_in_public_links: - https://primusanto.com/ - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/primusanto/homework-llmzoomcamp-2025/blob/main/workshops/homework/dlthomework.ipynb learning_in_public_links: - https://primusanto.com/ - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/primusanto/homework-llmzoomcamp-2025/blob/main/0a-agents/homework.ipynb learning_in_public_links: - https://primusanto.com/ - position: 134 display_name: Focused Bartik total_score: 30 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/inarka/llm-zoomcamp/blob/main/01-intro-homework/elastic-setup.ipynb learning_in_public_links: - https://www.linkedin.com/posts/b-inara_llmzoomcamp-activity-7335720760092573696--ixM?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB4KExEBS5YQ2Zwe26BS0A1uK3QpdYdjVCU - https://www.linkedin.com/posts/b-inara_llmzoomcamp-activity-7337450334312628224-jsbS?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB4KExEBS5YQ2Zwe26BS0A1uK3QpdYdjVCU - https://www.linkedin.com/posts/b-inara_llmzoomcamp-activity-7340056335889104897-Vn0F?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB4KExEBS5YQ2Zwe26BS0A1uK3QpdYdjVCU - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/inarka/llm-zoomcamp/blob/main/02-vector-search/homework/vector-search.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7342206323368824834/ - https://www.linkedin.com/feed/update/urn:li:activity:7340403996769013760/ - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/inarka/llm-zoomcamp/blob/main/03-evaluations/search-evaluation.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/inarka/llm-zoomcamp/blob/main/0a-agents/agents.ipynb - position: 135 display_name: Angry Sanderson total_score: 30 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/llm-zoomcamp/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/llm-zoomcamp/tree/main/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jhuff-genomics/llm-zoomcamp/tree/main/0a-agents projects: - project: Project 1 project_slug: project1 total_score: 17 project_score: 8 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/jhuff-genomics/llm-project-research-assistant - position: 136 display_name: Funny Carson total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sonalishintre/LLM/blob/main/homework1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sonalishintre/LLM/blob/main/homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sonalishintre/LLM - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/sonalishintre/LLM/blob/main/homework3.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7348755737252106241/ - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sonalishintre/LLM/tree/main/Agent/Agents.ipynb - position: 137 display_name: Friendly Hermann total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/EldanGS/llm-zoomcamp/blob/main/01-intro/rag-intro.ipynb learning_in_public_links: - https://www.linkedin.com/in/eldan-abdrashim/ - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/EldanGS/llm-zoomcamp/blob/main/02-vector-search/Homework.ipynb faq_contribution: Please add HW for hybrid search as well. It would be helpful to use Fusion + Reranking method in real world production RAG systems. learning_in_public_links: - https://www.linkedin.com/posts/eldan-abdrashim_github-datatalksclubllm-zoomcamp-llm-activity-7341410140274733057-CVpQ?utm_source=share&utm_medium=member_desktop&rcm=ACoAACET3h4BfUtWKg1dstGcuA40g2uWbmupg-A - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/EldanGS/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb faq_contribution: It was hard to understand lecture order that is relates to homework. - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/EldanGS/llm-zoomcamp/blob/main/rag-agents/homework.ipynb - position: 138 display_name: Agitated Raman total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/endiesworld/LLM-workSpace/blob/main/intro/homework-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/endiesworld/LLM-workSpace/blob/main/intro/Home-work-2.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7341187581394522113/ - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/endiesworld/LLM-workSpace/blob/main/intro/evaluation-homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/endiesworld/LLM-workSpace/blob/main/intro/dlt-homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/endiesworld/LLM-workSpace/blob/main/intro/Agentic-homework.ipynb - position: 139 display_name: Yulia Vilensky total_score: 29 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Morgenmuffel/llm-zoomcamp/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/yulia-vilensky_llm-rag-elasticsearch-activity-7340442446687821831-UgSn?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAM7SPsBDStY9ny4okJMlylh2HoKaM4Ujrw - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Morgenmuffel/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Morgenmuffel/llm-zoomcamp/blob/main/03-evaluation/eval_homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Morgenmuffel/llm-zoomcamp/blob/main/02-dlt-cognee/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Morgenmuffel/llm-zoomcamp/blob/main/0a-agents/MPC_homework.ipynb - position: 140 display_name: Peaceful Benz total_score: 29 projects: - project: Project 2 project_slug: project2 total_score: 29 project_score: 19 peer_review_score: 9 project_learning_in_public_score: 1 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/hmnguyen1067/Charles-Dicken-QA-chatbot learning_in_public_links: - https://www.linkedin.com/posts/minh-nguyen-hoang-900217214_llmzoomcamp-activity-7379735417484607488-hn9r?utm_source=share&utm_medium=member_desktop&rcm=ACoAADYjHVABm5hb-d6iXM_7NTg0bBgQc3adjgw - position: 141 display_name: Great Keller total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/llm-zoomcamp/tree/main/02-vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/llm-zoomcamp/tree/main/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ariawahyuw/llm-zoomcamp/tree/main/agents - position: 142 display_name: Stoic Bouman total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/foookinaaa/llm_zoomcamp/blob/main/1_intro/hw.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/foookinaaa/llm_zoomcamp - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/foookinaaa/llm_zoomcamp - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/foookinaaa/llm_zoomcamp/blob/main/2.1_ws_agents/hw_quadrant.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/foookinaaa/llm_zoomcamp/tree/main/2.1_ws_agents/agents_hw - position: 143 display_name: Trusting Faraday total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msamsonov/llm-zoomcamp/blob/main/01-intro/hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msamsonov/llm-zoomcamp/blob/main/02-vector-search/hw2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msamsonov/llm-zoomcamp/blob/main/03-evaluation/hw03-evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msamsonov/llm-zoomcamp/blob/main/02a-dlt/hw2a-dlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msamsonov/llm-zoomcamp/tree/main/02b-agents - position: 144 display_name: Jonan total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Andowna9/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Andowna9/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Andowna9/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Andowna9/llm-zoomcamp/blob/main/cohorts/2025/workshops/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Andowna9/llm-zoomcamp/blob/main/0a-agents/homework.ipynb - position: 145 display_name: Jagath Sairram total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jagathsairram/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jagathsairram/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jagathsairram/llm-zoomcamp/blob/main/cohorts/2025/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jagathsairram/llm-zoomcamp/blob/main/cohorts/2025/workshops/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jagathsairram/Rag-agents-workshop - position: 146 display_name: Exciting Banach total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hoangphong111213/llm-zoomcamp/blob/main/01_intro.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hoangphong111213/llm-zoomcamp/blob/main/02_vector_search.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hoangphong111213/llm-zoomcamp/blob/main/03_evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/14qdpt0wiOi7ca7BX7vkPcjRoIgN72c4k?usp=sharing - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hoangphong111213/llm-zoomcamp/blob/main/agent.py - position: 147 display_name: Gracious Goldwasser total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/enjalparajuli/llm-zoomcamp/blob/main/module-01/Homework-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/enjalparajuli/llm-zoomcamp/blob/main/module-02/Homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/enjalparajuli/llm-zoomcamp/blob/main/module-03/Homework-Module3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 148 display_name: Cristian Dugacicu total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/razorcd/llm-training/blob/main/h1/rag-intro.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/razorcd/llm-training/blob/main/h2/homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/razorcd/llm-training/blob/main/h3/h3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/razorcd/llm-training/tree/main/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/razorcd/llm-training/tree/main/agent - position: 149 display_name: Trusting Elgamal total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jaguar838/llm-zoomcamp/blob/main/HW/2025/01-intro/hw-01.md - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/github/Jaguar838/llm-zoomcamp/blob/main/HW/2025/02-vector-search/hw-02.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/github/Jaguar838/llm-zoomcamp/blob/main/HW/2025/03-evaluation/hw-04.ipynb#scrollTo=ZeOdxwQnXRkO learning_in_public_links: - https://colab.research.google.com/github/Jaguar838/llm-zoomcamp/blob/main/HW/2025/03-evaluation/hw-04.ipynb#scrollTo=ZeOdxwQnXRkO - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/github/Jaguar838/llm-zoomcamp/blob/main/HW/2025/workshops/workshops-03.ipynb learning_in_public_links: - https://colab.research.google.com/github/Jaguar838/llm-zoomcamp/blob/main/HW/2025/workshops/workshops-03.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://colab.research.google.com/github/Jaguar838/llm-zoomcamp/blob/main/HW/2025/0a-agents/hw-03.ipynb learning_in_public_links: - https://colab.research.google.com/github/Jaguar838/llm-zoomcamp/blob/main/HW/2025/0a-agents/hw-03.ipynb - position: 150 display_name: Sleepy Nightingale total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GameRuiner/llm/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GameRuiner/llm/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GameRuiner/llm/tree/main/03-evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GameRuiner/llm/tree/main/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GameRuiner/llm/tree/main/04-agents - position: 151 display_name: Crazy Mahavira total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiritsugulyn/llm-zoomcamp-homework/tree/master/week-1 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiritsugulyn/llm-zoomcamp-homework/tree/master/week-2 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiritsugulyn/llm-zoomcamp-homework/tree/master/week-3 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiritsugulyn/llm-zoomcamp-homework/tree/master/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kiritsugulyn/llm-zoomcamp-homework/tree/master/agent - position: 152 display_name: Silly Cerf total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/everestkc/llm-zoomcamp/blob/main/Homework-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/everestkc/llm-zoomcamp/blob/main/Homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/everestkc/llm-zoomcamp/blob/main/Homework3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/everestkc/llm-zoomcamp/blob/main/dltWorkshop.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/everestkc/llm-zoomcamp/tree/main/HomeworkAgent - position: 153 display_name: Dreamy Jennings total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dcwind/llm-zoomcamp-wd/blob/main/01-intro/homework.ipynb projects: - project: Project 1 project_slug: project1 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Dcwind/llm-job-assistant - position: 154 display_name: Wizardly Cray total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ajbuzik/llm-zoomcamp/blob/main/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ajbuzik/llm-zoomcamp/blob/main/homework%20vector_search.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ajbuzik/llm-zoomcamp/blob/main/homework_model_evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ajbuzik/llm-zoomcamp/blob/main/dlt_homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ajbuzik/llm-zoomcamp/blob/main/agents_homework.ipynb - position: 155 display_name: m.moalla total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/llm-zoomcamp-work/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/llm-zoomcamp-work/blob/main/02-vector-search/work.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/llm-zoomcamp-work/blob/main/03-evaluation/work.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/llm-zoomcamp-work/blob/main/dlt_workshop/work.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Mahdi-Moalla/llm-zoomcamp-work/tree/main/agents_workshop - position: 156 display_name: Sleepy Pike total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Hokfu/LLM-Zoomcamp-Study/blob/main/01-introduction/homework/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Hokfu/LLM-Zoomcamp-Study/blob/main/02-vector-search/homework.ipynb - 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homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yousefelkilany/mlops-zoomcamp-25 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yousefelkilany/llm-zoomcamp-25 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/yousefelkilany/llm-zoomcamp-25 - position: 158 display_name: Festive Goldberg total_score: 28 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/parker-sy/llm-zoomcamp-2025-homework/blob/main/Homework_1/homework-01.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/parker-sy/llm-zoomcamp-2025-homework/blob/main/Homework_2/homework-02.ipynb - 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position: 160 display_name: Catwoman total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnastasiyaSen/llm-zoomcamp/blob/main/01-intro/homework_es.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnastasiyaSen/llm-zoomcamp/blob/main/02-vector-search/homework-vector-search.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnastasiyaSen/llm-zoomcamp/blob/main/03-evaluation/03_evaluation_homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnastasiyaSen/llm-zoomcamp/blob/main/dlt%20workshop/dlt_homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnastasiyaSen/llm-zoomcamp/tree/main/0a-agents - position: 161 display_name: Gracious Dirac total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/llms/blob/main/01-intro/homework/llm-intro.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/llms/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/llms/blob/main/03-evaluation/homework/evaluate-text.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/llms/tree/main/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/maiqkhan/llms/tree/main/agents - position: 162 display_name: Focused Hoover total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1fDldimrWaL-oO94TYv9BK1Gw1QuL4XIZ?usp=sharing - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1RRofftb9j-ojvX-0wWz3qoO-6VR9BeAZ?usp=sharing - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1ZNCXKXG7cTBfONXnTAZAN_FScZxR7QyV#scrollTo=Po7LxUqduDSi - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1pgElAll8VEyutq8rJqt9Wo2s7xH0JoBl?usp=sharing - 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https://www.linkedin.com/posts/milton-alexander-maldonado_llmzoomcamp-vectorsearch-qdrant-activity-7344442134860644353-1hBF?utm_source=share&utm_medium=member_desktop&rcm=ACoAABnDLVwB2901E5O66oRIUPSWluHAjQ0nO08 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/mc-alexander/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/milton-alexander-maldonado_llmzoomcamp-llmzoomcamp-rag-activity-7355741325377347584-6euT?utm_source=share&utm_medium=member_desktop&rcm=ACoAABnDLVwB2901E5O66oRIUPSWluHAjQ0nO08 - https://x.com/__alexandermc__/status/1949978661655887998 - https://bsky.app/profile/alexandermc.bsky.social/post/3lv2ric67j22e - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mc-alexander/llm-zoomcamp/blob/main/workshops/dlt-homework.ipynb - position: 164 display_name: Strange Diffie total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://vip.studycamp.tw/t/8145/1 learning_in_public_links: - https://vip.studycamp.tw/t/8113/1 - https://vip.studycamp.tw/t/8072/1 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://vip.studycamp.tw/t/8170/1 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://vip.studycamp.tw/t/8275/1 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://vip.studycamp.tw/t/8170/1 - position: 165 display_name: Jasmina fe khmoor al andrina total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jasmine25005/ML_PROJECTS/blob/main/HW1llmzoomcamp.py - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jasmine25005/LLM-ZoomCamp/blob/main/Module2Vectorearch.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jasmine25005/LLM-ZoomCamp/blob/main/Evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jasmine25005/LLM-ZoomCamp/blob/main/dltModule3.py - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Jasmine25005/LLM-ZoomCamp/blob/main/agentsModule4.py - position: 166 display_name: Angelica Cassano total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Halsey26/llm-zoomcamp/tree/main - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Halsey26/llm-zoomcamp/blob/main/02_Week_vector_search/Homework2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/angelica-cassano_llmzoomcamp-llmzoomcamp-datatalksclub-activity-7345217270849126402-O4Sq?utm_source=share&utm_medium=member_desktop&rcm=ACoAACp1CIUBqhh-m1nrGPY3qNBvnn0jG-C7LH4 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/Halsey26/llm-zoomcamp/blob/main/03_Mod_Evaluation/search_evaluation/homework3.ipynb learning_in_public_links: - https://github.com/Halsey26/llm-zoomcamp/blob/main/03_Mod_Evaluation/Apuntes.md - https://github.com/Halsey26/llm-zoomcamp/blob/main/03_Mod_Evaluation/search_evaluation/metricas_evaluacion.md - https://github.com/Halsey26/llm-zoomcamp/blob/main/03_Mod_Evaluation/search_evaluation/ground-truth-data.ipynb - https://github.com/Halsey26/llm-zoomcamp/blob/main/03_Mod_Evaluation/search_evaluation/evaluacion_texto.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Halsey26/llm-zoomcamp/blob/main/workshops/homework1_ws.ipynb - position: 167 display_name: Epic Euclid total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sl2902/llm-zoomcamp/tree/main/01_rag_intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sl2902/llm-zoomcamp/blob/main/02_vector_search/vector_search.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sl2902/llm-zoomcamp/blob/main/05_evaluation/evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sl2902/llm-zoomcamp/tree/main/03_workshop - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sl2902/llm-zoomcamp/tree/main/04_agents - position: 168 display_name: Angry Gates total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Joseun/llm-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Joseun/llm-zoomcamp/blob/main/vector-search.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Joseun/llm-zoomcamp/blob/main/evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Joseun/llm-zoomcamp/blob/main/dlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Joseun/llm-zoomcamp/blob/main/0a-agents.ipynb - position: 169 display_name: Vitaly Pankratov total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/LLMzoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/LLMzoomcamp/blob/main/02-vector-search/homework_2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/LLMzoomcamp/blob/main/03-evaluation/homework_3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/LLMzoomcamp/blob/main/cohorts/2025/workshops/dlt/dlt-homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Stayermax/LLMzoomcamp/blob/main/0a-agents/notebook.ipynb - position: 170 display_name: Mystifying Bell total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/urbanclimatefr/llm-zoomcamp/blob/main/week_1_assignment.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/urbanclimatefr/llm-zoomcamp/blob/main/week_2_assignment.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/urbanclimatefr/llm-zoomcamp/blob/main/week_3_assignment.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/urbanclimatefr/llm-zoomcamp/blob/main/dlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/urbanclimatefr/llm-zoomcamp/blob/main/agents/agents.ipynb - position: 171 display_name: Trusting Lamport total_score: 27 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 3 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/pats2014/llm-zoomcamp learning_in_public_links: - https://openai.com/api/pricing/ - https://huggingface.co/blog/KingNish/opengpt-4o-working - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pats2014/llm-zoomcamp - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pats2014/llm-zoomcamp/blob/main/cohorts/2025/03-evaluation/eval_homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 172 display_name: Hardcore Willis total_score: 27 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/christos-golsouzidis/LLM-Zoomcamp/blob/master/homework_2/llm-zoomcamp_hw2.ipynb projects: - project: Project 1 project_slug: project1 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/christos-golsouzidis/Infrang - position: 173 display_name: Loving Carson total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jsrl/2025-llm-zoomcamp-homework/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jsrl/2025-llm-zoomcamp-homework/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jsrl/2025-llm-zoomcamp-homework/blob/main/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jsrl/2025-llm-zoomcamp-homework/blob/main/02a-dlt-workshop/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jsrl/2025-llm-zoomcamp-homework/tree/main/0a-agents - position: 174 display_name: Karthik Kolluri total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karthikbharadhwajKB/LLM-ZoomCamp/blob/main/01_Intro/01-Intro_homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karthikbharadhwajKB/LLM-ZoomCamp/blob/main/02_vector_search/02_vector_homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karthikbharadhwajKB/LLM-ZoomCamp/blob/main/03_Evaluations/03_evaluation_homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karthikbharadhwajKB/LLM-ZoomCamp/blob/main/workshops/dlt/dlt_homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karthikbharadhwajKB/LLM-ZoomCamp/blob/main/oa_agents/0a-Agents_Homework.ipynb - position: 175 display_name: Alexandra total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SaschMosk/llm-Zoomcamp_2025/tree/main/01_intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SaschMosk/llm-Zoomcamp_2025/blob/main/02_vector_search/LLM%20Zoomcamp%202025_HW2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SaschMosk/llm-Zoomcamp_2025/tree/main/03_evaluation - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SaschMosk/llm-Zoomcamp_2025/tree/main/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SaschMosk/llm-Zoomcamp_2025/tree/main/agents - position: 176 display_name: Teighan Miller total_score: 26 projects: - project: Project 1 project_slug: project1 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/teighanmiller/HorizonZeroDawn_RAG - position: 177 display_name: Amazing Fermat total_score: 26 projects: - project: Project 3 project_slug: project3 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ajbuzik/travel_assitant - position: 178 display_name: Admiring Banach total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/trnq-eu/llm-zoomcamp/tree/main/homework-01 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/trnq-eu/llm-zoomcamp/blob/main/homework-02/llm_zoomcampo_2025_homework_02.py - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/trnq-eu/llm-zoomcamp/tree/main/lesson-03/homework - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/trnq-eu/llm-zoomcamp/blob/main/dlt-workshop/dlt_workshop_homework.py faq_contribution: https://datatalks-club.slack.com/archives/C06TEGTGM3J/p1751365232393369 - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/trnq-eu/llm-zoomcamp/tree/main/agents faq_contribution: https://datatalks-club.slack.com/archives/C06TEGTGM3J/p1751365232393369 - position: 179 display_name: Flamboyant Napier total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/LLM-Zoomcamp/blob/32ba76037a87dfd7b797f27788a2f0f4667e1aef/Homework%2001.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/LLM-Zoomcamp/blob/4d5a95ed1b610f56126ecf3f88da57b175200828/Homework%2002.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/LLM-Zoomcamp/blob/1c689dc4547e7c724ebc1054723cbe9107a66439/Homework%2003.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/LLM-Zoomcamp/blob/4f8c9a742206f9fae8923880700f46325c5d7da9/Workshop_DLT.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/timur-surkhaev/LLM-Zoomcamp/blob/7fe3079fbe7649f9058a5c01dea667a05e27c93d/Agents.ipynb faq_contribution: "AppendableIndex error in minsearch\r\n\r\nError: 'ImportError:\ \ cannot import name 'AppendableIndex' from 'minsearch''\r\nFix: pip install\ \ --upgrade minsearch\r\n(minsearch 0.0.4 works well; jupyter kernel restarting\ \ is needed after this upgrade)" - position: 180 display_name: Elated Bhabha total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/llmzoomcamp-hw1 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/llm-zoomcamp-hw2-vector-search/tree/main - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/llmzoomcamp-hw3-evaluations.git - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/llm-zoomcamp-hw3-dlt-cognee - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Dannycesp/homework-0a-agents - position: 181 display_name: Inspiring Williams total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/llm-zoomcamp-2025/tree/main/01-introduction - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/llm-zoomcamp-2025/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/llm-zoomcamp-2025/blob/main/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/llm-zoomcamp-2025/blob/main/dlt-workshop/notes.md#homework - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/russellsantos/llm-zoomcamp-2025/tree/main/agents/homework - position: 182 display_name: Ecstatic Borg total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tejas-kale/genai-explorations/blob/main/notebooks/llm_zoomcamp/homework_1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tejas-kale/genai-explorations/blob/main/notebooks/llm_zoomcamp/homework_2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tejas-kale/genai-explorations/blob/main/notebooks/llm_zoomcamp/homework_3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tejas-kale/genai-explorations/tree/main/notebooks/llm_zoomcamp - position: 183 display_name: Romantic Galileo total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 184 display_name: Suspicious Ardinghelli total_score: 26 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/llm-zoomcamp/blob/main/01-introduction/Homework-01/Homework_1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/llm-zoomcamp/blob/main/02-vector-search/Homework/Homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/llm-zoomcamp/blob/main/03-evaluation/Homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/llm-zoomcamp/blob/main/03-graph-based-retrieval-rag/Homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/michelangelo89/llm-zoomcamp/blob/main/agentic_rag_assistant/Homework.ipynb - position: 185 display_name: Compassionate Euclid total_score: 26 projects: - project: Project 1 project_slug: project1 total_score: 26 project_score: 17 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nathadriele/credit-decision-LLM-RAG-platform - position: 186 display_name: Admiring Hugle total_score: 25 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vsgekko/llm-zoomcamp/blob/c2ac438f09112e56f0e7bf904fe51c38210b7d76/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vsgekko/llm-zoomcamp/blob/2ee268aaa925abc329c7f3d07e636fff38308f60/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vsgekko/llm-zoomcamp/blob/da5e438a4dcf90594138eb103a18b9f4a82b2b18/03-evaluation/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vsgekko/llm-zoomcamp/tree/834f2d6af9f515e38ce7194e2d1c4cf4b321081a/0a-agents - position: 187 display_name: Friendly Babbage total_score: 25 projects: - project: Project 3 project_slug: project3 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/clementlwm94/ziweidoushu - position: 188 display_name: Infallible Keller total_score: 25 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/llm-zoomcamp/blob/main/homework1/hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/llm-zoomcamp/blob/main/homework2/hw2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/llm-zoomcamp/blob/main/homework3o/hw3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/llm-zoomcamp/blob/main/homework3/hw3.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kostas696/llm-zoomcamp/blob/main/homework-agents/hw1.ipynb - position: 189 display_name: Practical Stallman total_score: 25 projects: - project: Project 2 project_slug: project2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/lkirch/ScienceSage - position: 190 display_name: Cristian Dugacicu total_score: 25 projects: - project: Project 2 project_slug: project2 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/razorcd/llm-project - position: 191 display_name: Vigorous Leakey total_score: 25 projects: - project: Project 1 project_slug: project1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/nikhilj9/AWS-RAG-Assistant - position: 192 display_name: Admiring Euclid total_score: 25 projects: - project: Project 1 project_slug: project1 total_score: 25 project_score: 16 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/Mannerow/ubuntu-rag - position: 193 display_name: Seles Selvan total_score: 24 projects: - project: Project 2 project_slug: project2 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/selesselvan/food-recipe-zoomcamp - position: 194 display_name: Confident Nash total_score: 24 projects: - project: Project 2 project_slug: project2 total_score: 24 project_score: 15 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/wingylui/LLMzoomcamp/tree/main - position: 195 display_name: Strange Newton total_score: 23 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bunte-giraffe/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bunte-giraffe/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/bunte-giraffe/llm-zoomcamp/blob/main/dlt-workshop/dlt-workshop.ipynb faq_contribution: "To run cognee with Gemini set these env variables:\r\n\r\n\ os.environ[\"LLM_PROVIDER\"] = \"gemini\"\r\nos.environ[\"LLM_MODEL\"] = \"\ gemini/gemini-1.5-flash\"\r\nos.environ[\"GEMINI_API_KEY\"] = userdata.get('GOOGLE_API_KEY')\r\ \nos.environ[\"LLM_ENDPOINT\"] = \"https://generativelanguage.googleapis.com\"\ \r\n\r\nos.environ[\"EMBEDDING_PROVIDER\"] = \"gemini\"\r\nos.environ[\"EMBEDDING_API_KEY\"\ ] = userdata.get('GOOGLE_API_KEY')\r\nos.environ[\"EMBEDDING_MODEL\"] = \"gemini/text-embedding-004\"\ \r\nos.environ[\"EMBEDDING_DIMENSIONS\"] = '768'\r\nos.environ[\"EMBEDDING_MAX_TOKENS\"\ ] = '8076'\r\n\r\nMake sure not to set the LLM_API_KEY env var and delete it\ \ in case it is already set. \r\n#del os.environ['LLM_API_KEY']" - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bunte-giraffe/llm-zoomcamp/blob/main/0a-agents/homework.ipynb - position: 196 display_name: Ivan C total_score: 23 projects: - project: Project 3 project_slug: project3 total_score: 23 project_score: 14 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/ivano666/arizona-desert-plants-chat - position: 197 display_name: Dreamy Jackson total_score: 22 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karlopintaric/llm-zoomcamp/blob/main/homework/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karlopintaric/llm-zoomcamp/blob/main/homework/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karlopintaric/llm-zoomcamp/tree/main/homework/dlt-workshop - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/karlopintaric/llm-zoomcamp/tree/main/homework/0a-agents - position: 198 display_name: Condescending Ptolemy total_score: 22 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/coderleonardo/llm_zoomcamp/blob/main/cohort/2025/01_intro/homework/rag_elastic_search.ipynb learning_in_public_links: - https://www.linkedin.com/in/leonardo-cesar/ - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/coderleonardo/llm_zoomcamp/blob/main/02_vector_search/homework_rag_vector_search.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/coderleonardo/llm-zoomcamp/blob/main/cohort/2025/workshops/dlt/homeworks/notebook.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/coderleonardo/llm-zoomcamp/tree/main/cohort/2025/workshops/agents/homework - position: 199 display_name: Kind Villani total_score: 22 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/100acrewood001/llm-zoomcamp/tree/dev - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/100acrewood001/llm-zoomcamp/blob/main/02-vector-search/homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/100acrewood001/llm-zoomcamp/blob/main/03-evaluation/homework-solutions.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/100acrewood001/llm-zoomcamp/blob/main/0a-agents/homework.ipynb - position: 200 display_name: Mystifying Bv total_score: 22 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BViki/llm-datatalk/blob/main/01/Homework-Week-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BViki/llm-datatalk/blob/wb/02/Homework-Week-2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BViki/llm-datatalk/blob/wb/03/Homework-Week-3.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BViki/llm-datatalk/blob/main/04/Homework-Week-4.ipynb - position: 201 display_name: facug91 total_score: 22 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/llm-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/llm-zoomcamp/tree/main/02-vector-search - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/llm-zoomcamp/tree/main/workshops/dlt - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/facug91/llm-zoomcamp/tree/main/0a-agents - position: 202 display_name: Akmal Fadhlurrahman total_score: 22 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/akmalf/llmzoomcamp/blob/main/01-intro/homework_module1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akmalf_github-akmalfllmzoomcamp-follow-along-activity-7338625404682854400-UiQH?utm_source=share&utm_medium=member_desktop&rcm=ACoAABKrvrgB8msHxWjrpQAOzVdNhf8rQe91dyI - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/akmalf/llmzoomcamp/blob/main/02-vector-search/homework_module2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akmalf_llmzoomcamp-activity-7345873842256388096-4roS?utm_source=share&utm_medium=member_desktop&rcm=ACoAABKrvrgB8msHxWjrpQAOzVdNhf8rQe91dyI - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/akmalf/llmzoomcamp/blob/main/03-evaluation/homework_module3.ipynb learning_in_public_links: - https://www.linkedin.com/posts/akmalf_ai-llms-llmzoomcamp-activity-7355328711421841408-fJQx?utm_source=share&utm_medium=member_desktop&rcm=ACoAABKrvrgB8msHxWjrpQAOzVdNhf8rQe91dyI - position: 203 display_name: Jovial Robinson total_score: 22 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DylanD-H/llm-zoomcamp/blob/main/week-1/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DylanD-H/llm-zoomcamp/blob/main/week-2/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DylanD-H/llm-zoomcamp/blob/main/dlt-workshop/homework.py - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DylanD-H/llm-zoomcamp/tree/main/agents - position: 204 display_name: Loving Morse total_score: 22 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/muhammadkhalid-03/llm-zoomcamp/tree/main/module-1 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/muhammadkhalid-03/llm-zoomcamp - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/muhammadkhalid-03/llm-zoomcamp/tree/main/evaluation - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/muhammadkhalid-03/llm-zoomcamp/tree/main/agents - position: 205 display_name: Fantastic Kalam total_score: 21 projects: - project: Project 2 project_slug: project2 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/belaz19/llm-explore-Norway - position: 206 display_name: Panos Chatzinikolaou total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/PanosChatzi/llm-zoomcamp/blob/main/01-intro/01_homework.ipynb faq_contribution: "If upgrading to version 9 doesn’t work, check the client version\ \ (python module) using `pip show elasticsearch`. Then install that specific\ \ version of Elastic Search on Docker. Check if it worked using `curl http://localhost:9200`.\ \ Example output of `pip show elastic search`:\r\nName: elasticsearch\r\nVersion:\ \ 9.0.2\r\nSummary: Python client for Elasticsearch\r\nHome-page: https://github.com/elastic/elasticsearch-py\r\ \nAuthor: \r\nAuthor-email: Elastic Client Library Maintainers \r\ \nLicense-Expression: Apache-2.0\r\nLocation: /home/codespace/.python/current/lib/python3.12/site-packages\r\ \nRequires: elastic-transport, python-dateutil, typing-extensions\r\nRequired-by:" learning_in_public_links: - https://www.linkedin.com/posts/panos-chatzinikolaou_llm-zoomcamp01-intro01homeworkipynb-at-activity-7340102473195360256-aNUd?utm_source=share&utm_medium=member_desktop&rcm=ACoAACfp9QABfCwNW8uP1frAQ5r69Hl90HriMjY - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 10 questions_score: 7 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/PanosChatzi/llm-zoomcamp/blob/main/02-vector-search/02_homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/panos-chatzinikolaou_great-news-ai-dev-tools-zoomcamp-is-happening-activity-7342265620299747328-sU_A/?utm_source=share&utm_medium=member_desktop&rcm=ACoAACfp9QABfCwNW8uP1frAQ5r69Hl90HriMjY - https://www.linkedin.com/posts/panos-chatzinikolaou_join-us-and-our-friends-from-dlthub-for-a-activity-7343347724089503746-cZb6?utm_source=share&utm_medium=member_desktop&rcm=ACoAACfp9QABfCwNW8uP1frAQ5r69Hl90HriMjY - https://www.linkedin.com/posts/panos-chatzinikolaou_llmzoomcamp-python-rag-activity-7344070571967537152-roWL?utm_source=share&utm_medium=member_desktop&rcm=ACoAACfp9QABfCwNW8uP1frAQ5r69Hl90HriMjY - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/PanosChatzi/llm-zoomcamp/blob/main/00-Bonus-dlt-workshop/homework.ipynb - position: 207 display_name: Aiden total_score: 21 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aidenerdogan/LLM-Zoomcamp/blob/main/module2/homework-2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aidenerdogan/LLM-Zoomcamp/blob/main/module3/homework_evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 4 questions_score: 3 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/aidenerdogan/LLM-Zoomcamp/blob/main/workshops/dlt/dlt-homework.ipynb learning_in_public_links: - https://x.com/AidenAErdogan/status/1908458107321065720 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aidenerdogan/LLM-Zoomcamp/blob/main/workshops/agents/homework_agents.ipynb - position: 208 display_name: varshini total_score: 21 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Lucky9908/LLM_Zoomcamp/blob/main/hw2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Lucky9908/LLM_Zoomcamp/blob/main/hw3.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Lucky9908/LLM_Zoomcamp/blob/main/workshop.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Lucky9908/LLM_Zoomcamp/blob/main/agents.ipynb - position: 209 display_name: Nifty Kapitsa total_score: 21 projects: - project: Project 2 project_slug: project2 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/kimoz1994/DIY_Home_Improvement_Assisstant - position: 210 display_name: Mystifying Robinson total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 211 display_name: Ecstatic Blackwell total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rishav09/LLMOps/blob/main/Scripts/HW1.py - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rishav09/LLMOps/blob/main/Scripts/hw2.py - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rishav09/LLMOps/blob/main/Scripts/HW3.py - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Rishav09/LLMOps/blob/main/Scripts/HW4.py - position: 212 display_name: Unruffled Franklin total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kantundpeterpan/zcllm/blob/main/week1/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kantundpeterpan/zcllm/blob/main/week2/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kantundpeterpan/zcllm/tree/main/ws1 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kantundpeterpan/zcllm/tree/main/ws_agents1 - position: 213 display_name: Gamma Pan total_score: 21 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gamma-Pan/llm_zoomcamp faq_contribution: None - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gamma-Pan/llm_zoomcamp - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gamma-Pan/llm_zoomcamp - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Gamma-Pan/llm_zoomcamp - position: 214 display_name: Michail Mitsakis total_score: 21 projects: - project: Project 2 project_slug: project2 total_score: 21 project_score: 12 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/michailmitsakis/fantasy-book-assistant - position: 215 display_name: Eager Hopper total_score: 20 projects: - project: Project 1 project_slug: project1 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: false github_link: https://github.com/JoshPola96/AIAssistantHub-LangGraph - position: 216 display_name: Sleepy Volhard total_score: 20 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ghazizadehlab/llm-zoomcamp/blob/main/01-intro/homework-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ghazizadehlab/llm-zoomcamp/blob/main/02-vector/homework-2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ghazizadehlab/llm-zoomcamp/blob/main/dlt_workshop/homework-dlt.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ghazizadehlab/llm-zoomcamp/blob/main/0a-agentic/homework-agentic%20mcp.ipynb - position: 217 display_name: Goofy Gauss total_score: 20 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/deen360/llmzoomproject/blob/e59cc111e4d02aca03762b6009ec65959cf8cf07/Tutorial/homework/hmwork_wk2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/deen360/llmzoomproject/blob/main/Homework3.ipynb - homework: Agents homework_slug: agents total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/deen360/llmzoomproject/tree/main/Agent/my-mcp-tool faq_contribution: if you have problems with using client.py, you can use mcp inspector for interractive ui to debug your tools - position: 218 display_name: Boring Tharp total_score: 20 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vgonikhin/llm_zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vgonikhin/llm_zoomcamp/blob/main/02-vectorsearch/hw2-cp.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vgonikhin/llm_zoomcamp/tree/main/0a-agents - position: 219 display_name: Elegant Lederberg total_score: 20 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/llm-zoomcamp/blob/master/week-1/hw-1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/llm-zoomcamp/blob/master/week-2/hw-2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/llm-zoomcamp/blob/master/week-4/homework_week_4.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/msilaev/llm-zoomcamp/blob/master/week-3/homework_week_3.ipynb - position: 220 display_name: ZB total_score: 20 projects: - project: Project 3 project_slug: project3 total_score: 20 project_score: 11 peer_review_score: 9 project_learning_in_public_score: 0 peer_review_learning_in_public_score: 0 project_faq_score: 0 passed: true github_link: https://github.com/baozh166/2025_llm - position: 221 display_name: Zealous Wescoff total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/1mustyz/llm-zoom-bootcamp/blob/main/01-intro/home-work-1.ipynb learning_in_public_links: - https://x.com/MustapahaYusuf/status/1930215799131705415 - https://www.linkedin.com/posts/mustapha-yusuf-3275471b7_llmzoomcamp-activity-7335979211817373697-uWSq?utm_source=share&utm_medium=member_desktop&rcm=ACoAADJyoQ8BW7e9j5nrX70eFO70RbnNwgsM6UU - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 11 questions_score: 7 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/1mustyz/llm-zoom-bootcamp/blob/main/02-vector-search/home_work2.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7340132043269242881/ - https://www.linkedin.com/feed/update/urn:li:activity:7340683673924526080/ - https://x.com/MustapahaYusuf/status/1934368886482161862 - https://x.com/MustapahaYusuf/status/1934919125765153213 - position: 222 display_name: Quizzical Mirzakhani total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tobai24/llm-zoomcamp/blob/main/01-intro/homework_2025.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tobai24/llm-zoomcamp/blob/main/2025-02-vector-search/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Tobai24/llm-zoomcamp/blob/main/Agents/assignment.ipynb - position: 223 display_name: Loving Banach total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhavaniravi/llm-zoomcamp-homework/blob/main/llm-zoomcamp-week1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhavaniravi/llm-zoomcamp-homework/blob/main/llm-zoomcamp-week2.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bhavaniravi/llm-zoomcamp-homework/tree/main/0a-agents - position: 224 display_name: Relaxed Wu total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Yauheni-Khvainitski/llm-zoomcamp/blob/main/rag.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Yauheni-Khvainitski/llm-zoomcamp/pull/8 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Yauheni-Khvainitski/llm-zoomcamp/blob/main/jupiter_notebooks/hw3-evaluation.ipynb - position: 225 display_name: Trusting Pare total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/LLM-ZOOMCAMP-2025/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/LLM-ZOOMCAMP-2025/blob/main/02-vector-search/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/LLM-ZOOMCAMP-2025/tree/main/dlt-workshop - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jimohsegun1/LLM-ZOOMCAMP-2025/tree/main/0a-agents - position: 226 display_name: Bold Allen total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mdeghady/LLM-Zoomcamp/blob/main/Module%201.%20Intro/Hmoework%20Notebook.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mdeghady/LLM-Zoomcamp/blob/main/Module%202.Vector%20Search%2FLLM_ZoomCamp_HW2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mdeghady/LLM-Zoomcamp/blob/main/Module%203.Evaluation/LLM_Evaluation.ipynb - position: 227 display_name: Optimistic Allen total_score: 19 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/milanimcgraw/LLM-Zoomcamp-2025/blob/c4928812079e886f9d3878e98698efcadd720561/Module%201%3A%20Introduction/Code/rag-intro.ipynb faq_contribution: Homework answers are at the end of my notebook! Thank you! - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/milanimcgraw/LLM-Zoomcamp-2025/blob/main/Module%202/hwvectorsearch.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/milanimcgraw/LLM-Zoomcamp-2025/blob/main/Module%203/hwevaluation.ipynb - position: 228 display_name: Franco Piccolo total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/francopiccolo/llm-zoomcamp/tree/main/a01_intro/homework - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/francopiccolo/llm-zoomcamp/tree/main/a02_vector_search/homework - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/francopiccolo/llm-zoomcamp/tree/main/a00_agents - position: 229 display_name: Dayu total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dayujdy98/llm/blob/master/01-intro/hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dayujdy98/llm/blob/master/02-vector-search/hw2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dayujdy98/llm/blob/master/03-evaluation/hw3.ipynb - position: 230 display_name: RadianVP total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/radianvp/local-llm-zoomcamp/blob/main/intro-01/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 6 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/radianvp/local-llm-zoomcamp/blob/main/02-vector-search/homework.ipynb faq_contribution: "Does Qdrant Create the Semantic Vectors?\r\nNo, Qdrant does\ \ not embed or chunk your data. Qdrant is a storage and search engine for vectors\ \ — it expects you to provide the vectors, and optionally some metadata (like\ \ the original text, tags, document ID, etc.).\r\n\r\nYou are still responsible\ \ for:\r\n\r\n\U0001F539 Splitting the input text into chunks\r\n\U0001F539\ \ Embedding each chunk using a model (e.g. OpenAI, HuggingFace, FastEmbed as\ \ our embedding provider)\r\n\U0001F539 Sending each vector into Qdrant as a\ \ point" learning_in_public_links: - https://www.linkedin.com/posts/activity-7346812339226058753-hd4v?utm_source=share&utm_medium=member_desktop&rcm=ACoAACOc4zwB3nKkmQwxbHKAw0bwul41aPNskJE - https://github.com/radianvp/local-llm-zoomcamp/blob/main/02-vector-search/notes.md#-so-does-qdrant-create-the-semantic-vectors - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/radianvp/local-llm-zoomcamp/blob/main/workshops/dlt/homework.ipynb - position: 231 display_name: nhatminh2947 total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nhatminh2947/llm-zoomcamp/blob/master/01-intro/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/maxhuynhau_getting-started-with-llms-and-rag-my-first-activity-7337475542587162625-I4E1?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA4Mp50BPNONGojD8VTwyOmShv4KwXCYt6Y - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/nhatminh2947/llm-zoomcamp/blob/master/02-vector-search/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/maxhuynhau_vector-search-with-qdrant-activity-7345133519230091264-kT1S?utm_source=share&utm_medium=member_desktop&rcm=ACoAAA4Mp50BPNONGojD8VTwyOmShv4KwXCYt6Y - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nhatminh2947/llm-zoomcamp/blob/master/dlt/Homework.ipynb - position: 232 display_name: Objective Jennings total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JetC0918/llm-zoomcamp/blob/main/cohorts/2025/01-intro/Homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JetC0918/llm-zoomcamp/blob/main/cohorts/2025/02-vector-search/note/homework.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JetC0918/llm-zoomcamp/tree/main/cohorts/2025/0a-agents - position: 233 display_name: Ítalo Baracho total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 234 display_name: Flamboyant McCarthy total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gibranmfw/llm-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gibranmfw/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gibranmfw/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gibranmfw/llm-zoomcamp/blob/main/Workshop-dlt/homework.ipynb - position: 235 display_name: Serene Keldysh total_score: 18 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/praveenkotekal/llm-zoomcamp/blob/main/llm-zoomcamp-main/02-vector-search/homework2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 236 display_name: Tender Roentgen total_score: 17 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/liuchennn1414/llmzoomcamp.git - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/liuchennn1414/llmzoomcamp.git - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/liuchennn1414/llmzoomcamp.git - position: 237 display_name: rama_by total_score: 17 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 5 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/AIZharau/llm-zoomcamp/blob/main/01-intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/alies-zhar-a90217307_llm-machinelearning-rag-activity-7337827311641149443-Lxam?utm_source=share&utm_medium=member_desktop&rcm=ACoAAE4qDkwBUJsQSSYEj-I-Y30fd8JA-rVzbPE - https://www.linkedin.com/posts/alies-zhar-a90217307_datatalksclub-llm-search-activity-7340055067133104129-rxh1?utm_source=share&utm_medium=member_desktop&rcm=ACoAAE4qDkwBUJsQSSYEj-I-Y30fd8JA-rVzbPE - https://github.com/AIZharau/llm-zoomcamp/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/AIZharau/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb learning_in_public_links: - https://github.com/AIZharau/llm-zoomcamp/tree/main/02-vector-search - https://www.linkedin.com/posts/alies-zhar-a90217307_vectorsearch-rag-semanticsearch-activity-7345914571506733057-iMiT?utm_source=share&utm_medium=member_desktop&rcm=ACoAAE4qDkwBUJsQSSYEj-I-Y30fd8JA-rVzbPE - position: 238 display_name: Sad Napier total_score: 17 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/harnoorrangi/llm-zoomcamp-local/blob/dev/notebook.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/harnoorrangi/llm-zoomcamp-local/blob/dev/homework_2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/harnoorrangi/llm-zoomcamp-local/blob/dev/homework3.ipynb - position: 239 display_name: Flamboyant Wing total_score: 17 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 9 questions_score: 6 faq_score: 0 learning_in_public_score: 3 homework_link: https://github.com/kanishkathakur1/llm-zoomcamp learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7338650314369101824/ - https://www.linkedin.com/posts/kanishka-thakur_ollama-openai-llm-activity-7336097262814588929-5_xt/?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC-n3hABXbZPJuN7zScBeYozn0lBhGlh5yU - https://www.linkedin.com/posts/kanishka-thakur_dataengineering-llmzoomcamp-rag-activity-7334955833249722368-XLRc?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC-n3hABXbZPJuN7zScBeYozn0lBhGlh5yU - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kanishkathakur1/llm-zoomcamp learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7344408494038564864/ - position: 240 display_name: Happy Dirac total_score: 17 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/isah-a/llm-coursework/blob/main/week1/02-homework.ipynb faq_contribution: There seem to be an oversight with question 5. The question requires us to update the query text with "How do I execute a command in a running docker container?", but doing this does not give us the correct prompt length of 1446; instead using the previous prompt from question 4 ("How do copy a file to a Docker container?") is what gives us the desired output. - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/isah-a/llm-coursework/blob/main/week2/03-homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/13ws4v2_OuO6cMFT-jBfgIME-dX4t9OLJ?usp=sharing - position: 241 display_name: Wizardly Hamilton total_score: 17 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wissakreuz/llm-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wissakreuz/vector-search - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wissakreuz/homework-search_evaluation/blob/main/homework-search_evaluation.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wissakreuz/llm-zoomcamp-workshop1 - position: 242 display_name: Gabriel Moura Vieira Martinez total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gabrielmartinez2004/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gabrielmartinez2004/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gabrielmartinez2004/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb - position: 243 display_name: Aniket Bharatrao Satbhai total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnkS4/llmzoomcamp/blob/main/1/1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnkS4/llmzoomcamp/blob/main/2/2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/AnkS4/llmzoomcamp/blob/main/workshops/1.ipynb - position: 244 display_name: Vibrant Easley total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/llm-zoomcamp-2025/tree/main/homework/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/llm-zoomcamp-2025/tree/main/homework/02-vector-search - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ranga4all1/llm-zoomcamp-2025/tree/main/homework/workshops/dlt - position: 245 display_name: Compaq total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/hanif-dev/llm-zoomcamp/ learning_in_public_links: - https://x.com/dscu102/status/1933469556837921099 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 10 questions_score: 7 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/hanif-dev/llm-zoomcamp/blob/main/02-vector-search/rag.ipynb faq_contribution: "❓ Q: What should I do if the collection already exists and\ \ I get an error when re-running the code from the beginning?\r\n\r\n\U0001F7E2\ \ A: You can use a try-except block to check if the collection already exists\ \ and avoid the error. Here's a simple pattern you can follow:\r\n\r\ntry:\r\ \n qd_client.get_collection(collection_name)\r\n print(f\"Collection '{collection_name}'\ \ already exists. Using existing collection.\")\r\nexcept:\r\n qd_client.create_collection(collection_name=collection_name,\ \ vectors_config=...)\r\n print(f\"Collection '{collection_name}' created.\"\ )" learning_in_public_links: - https://x.com/dscu102/status/1937489963366703496 - https://x.com/dscu102/status/1937490243298668773 - position: 246 display_name: Danh Võ total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/datavadoz/llm-zoomcamp/blob/main/notebooks/module_1/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/datavadoz/llm-zoomcamp/blob/main/notebooks/module_2/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/datavadoz/llm-zoomcamp/blob/main/notebooks/module_3/homework.ipynb - position: 247 display_name: Happy Shockley total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tanphi-1/llm-zoomcamp/blob/main/01-intro/hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tanphi-1/llm-zoomcamp/blob/main/02-Vector/hw2.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/tanphi-1/llm-zoomcamp/blob/main/03-evaluation/hw3.ipynb - position: 248 display_name: Laughing Shaw total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WeeFav/llm-zoomcamp/blob/main/01-intro/01-hw.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WeeFav/llm-zoomcamp/blob/main/02-vector-search/02-hw.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/WeeFav/llm-zoomcamp/tree/main/dlt-workshop - position: 249 display_name: Inspiring Mendeleev total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/llm-zoomcamp/tree/main/homework/2025/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/llm-zoomcamp/tree/main/homework/2025/02-vector-search - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kerimbeka/llm-zoomcamp/tree/main/homework/2025/dlt-workshop - position: 250 display_name: Shravya Kairamkonda total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shravya258/llm-zoomcamp/blob/main/01-intro/homework/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shravya258/llm-zoomcamp/blob/main/02-/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/shravya258/llm-zoomcamp/blob/main/workshop-dlt/Homework.ipynb - position: 251 display_name: Busy Beaver total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kathy53/llm_course_2025/blob/main/module_1/homework_1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kathy53/llm_course_2025/tree/main/module_2/homework - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1ubbB9SC0n3MyCghLs67WaHg9xYAKkpTy?usp=sharing - position: 252 display_name: Angry Blackburn total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IbraheemTaha/llm-zoomcamp/blob/main/01-intro/HW1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IbraheemTaha/llm-zoomcamp/blob/main/02-vector-search/HW2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IbraheemTaha/llm-zoomcamp/blob/main/cohorts/2025/workshops/dlt/HW3.ipynb - position: 253 display_name: max509 total_score: 16 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/max-509/llm-zoomcamp/blob/main/cohorts/2025/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/max-509/llm-zoomcamp/blob/main/cohorts/2025/02-vector-search/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/max-509/llm-zoomcamp/blob/main/cohorts/2025/workshops/dlt.ipynb - position: 254 display_name: Trusting Blackwell total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/CFrancooV/llm_zoomcamp/blob/main/Homework%20week1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/cristofer-franco-vilchis_github-datatalksclubllm-zoomcamp-llm-activity-7340427019249233922-Pn6-?utm_source=share&utm_medium=member_desktop&rcm=ACoAACNU794B9HByrebHUrsAnVBnR52VYIYN1IY - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/CFrancooV/llm_zoomcamp/blob/main/Homework%20week2.ipynb learning_in_public_links: - https://www.linkedin.com/posts/cristofer-franco-vilchis_llmzoomcamp-learninginpublic-datascience-activity-7345585304503824387-jijR?utm_source=share&utm_medium=member_desktop&rcm=ACoAACNU794B9HByrebHUrsAnVBnR52VYIYN1IY - position: 255 display_name: Peaceful Pascal total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DaniloTeo/llm-zoomcamp-follow-along/blob/main/01-intro/homework-01/homework-01.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DaniloTeo/llm-zoomcamp-follow-along/blob/main/02-vector-search/homework-02.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DaniloTeo/llm-zoomcamp-follow-along/blob/main/03-evaluation/homework-03.ipynb - position: 256 display_name: Great Galileo total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/pedrochitarra/llm-zoomcamp/blob/main/01_intro/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/pedrochitarra_en-introduction-to-llms-and-rag-this-activity-7340483316187291648-NJO4?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcAmhcBWJfDe_eK2R_eocz7DFOVEB7oP6I - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/pedrochitarra/llm-zoomcamp/blob/main/02_vector_search/homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/pedrochitarra_llm-llmzoomcamp-activity-7348166616062332928-wUai?utm_source=share&utm_medium=member_desktop&rcm=ACoAACcAmhcBWJfDe_eK2R_eocz7DFOVEB7oP6I - position: 257 display_name: Eager Bartik total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/chandrasrk-devzone/llm-zoomcamp/tree/main/01-intro faq_contribution: "reported an issue in https://github.com/alexeygrigorev/build-your-own-search-engine/blob/main/notebook.ipynb,\ \ \r\nfile discriptot to be added as 2nd parameter to pickle.dump().\r\nNote:\ \ this will be soon cimmited\r\n\r\n< \r\nwith open('embeddings.bin', 'wb')\ \ as f_out:\r\n pickle.dump(embeddings,f_out)\r\n >" - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/chandrasrk-devzone/llm-zoomcamp/blob/main/02-vector-search/02-vector-search-homework.ipynb faq_contribution: "#02-vector-search\r\nin the file: https://github.com/DataTalksClub/llm-zoomcamp/blob/main/02-vector-search/sematic_search.ipynb\ \ ,\r\nHow about changing cell#9, to avoid error\r\n\"UnexpectedResponse: Unexpected\ \ Response: 409 (Conflict) Raw response content: b'{\"status\":{\"error\":\"\ Wrong input: Collection zoomcamp-rag already exists!\"},\"time\":0.000310029}'\r\ \n\r\n# Define the collection name\r\ncollection_name = \"zoomcamp-rag\"\r\n\ \r\nif not client.collection_exists(collection_name=collection_name):\r\n \ \ # Create the collection with specified vector parameters\r\n client.create_collection(\r\ \n collection_name=collection_name,\r\n vectors_config=models.VectorParams(\r\ \n size=EMBEDDING_DIMENSIONALITY, # Dimensionality of the vectors\r\n\ \ distance=models.Distance.COSINE # Distance metric for similarity search\r\ \n )\r\n )\r\nelse:\r\n print(f\"Collection '{collection_name}' already\ \ exists.\")" - position: 258 display_name: Mario Lyon total_score: 15 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mariolyon/llm-zoomcamp/blob/main/homework02.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mariolyon/llm-zoomcamp/blob/main/dlt-workshop.ipynb - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mariolyon/llm-zoomcamp/blob/main/agents.ipynb - position: 259 display_name: Laughing Hepting total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Sozhan308/llm-zoomcamp-2025/blob/main/01-Intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Sozhan308/llm-zoomcamp-2025/blob/main/02-vector_search/homework_vector-search.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Sozhan308/llm-zoomcamp-2025/blob/main/dlt-workshop/dlt.ipynb - position: 260 display_name: Fantastic Hodgkin total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kmamaroziqov/llm-zoomcamp/blob/main/01-intro/hw1.ipynb learning_in_public_links: - https://www.linkedin.com/posts/kamronbek-mamaroziqov-747961244_llmzoomcamp-rag-elasticsearch-activity-7340292354890723328-6G8P?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADynXOcBEZrN9CEO9cG8V6C-6Fz6lpEslFM - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kmamaroziqov/llm-zoomcamp/blob/main/02-vector-search/hw2.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7344360259265650689/ - position: 261 display_name: Inspiring Brown total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/LLM-Zoomcamp-2025/blob/main/Week%2001-intro/Homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/LLM-Zoomcamp-2025/blob/main/Week%2002-vector-search/Homework%202.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/siddharthps/LLM-Zoomcamp-2025/blob/main/dlt_workshop/dlt_workshop_hw.ipynb - position: 262 display_name: Relaxed Galois total_score: 15 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/MDheeraj500/llm-zoomcamp-dm faq_contribution: '0' learning_in_public_links: - https://www.linkedin.com/posts/mdheeraj-m_llmzoomcamp-rag-zoomcamp-activity-7340197118755672066-AxB-?utm_source=share&utm_medium=member_desktop&rcm=ACoAADhB7vEBRybdfo4nCtycshv09MB7wcC3IgQ - https://x.com/DMachiraju29949/status/1934431862484525120 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/MDheeraj500/llm-zoomcamp-dm/blob/main/Vector%20Search/homework2.ipynb faq_contribution: '0' learning_in_public_links: - https://www.linkedin.com/posts/mdheeraj-m_vectorsearch-ai-machinelearning-activity-7345493908694474752-oBBa?utm_source=share&utm_medium=member_desktop&rcm=ACoAADhB7vEBRybdfo4nCtycshv09MB7wcC3IgQ - https://x.com/DMachiraju29949/status/1939729643747385386 - position: 263 display_name: Trusting Feynman total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/enoch20142009/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/enoch20142009/llm-zoomcamp/blob/main/02-vector/homework2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://colab.research.google.com/drive/1y_ss9Kn4qO3Rbzyu6an0kHI8pHxTs-Ox - position: 264 display_name: dragoneel total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 1 learning_in_public_score: 1 homework_link: http://github.com/Lakshay-sethi/llm-zoomcamp-2025/blob/main/week1/homework.ipynb faq_contribution: "people who are using the docker command provided, should download\r\ \n \" pip install elasticsearch==8.4.3\" and not the latest version" learning_in_public_links: - https://www.linkedin.com/posts/lakshay-sethi-tech_github-datatalksclubllm-zoomcamp-llm-activity-7340490844476477442-Iyyb?utm_source=share&utm_medium=member_desktop&rcm=ACoAACpcEWYBL6mKOTt_XYSuSLBfup95kpT-kGw - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Lakshay-sethi/llm-zoomcamp-2025/blob/main/week2/week2_homework.ipynb - position: 265 display_name: Goofy Dubinsky total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jose-guevarra/llm-zoomcamp/blob/main/jg_homework/hw01/hw01.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jose-guevarra/llm-zoomcamp/tree/main/jg_homework/hw02 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jose-guevarra/llm-zoomcamp/blob/main/jg_homework/dlt_workshop/dlt_workshop.ipynb - position: 266 display_name: Xenodochial VonNeumann total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/modus95/llm_zoomcamp/tree/main/01-intro learning_in_public_links: - https://x.com/lungullo/status/1934594653287825568 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/modus95/llm_zoomcamp/blob/main/02-vector-search/02_hw.ipynb - position: 267 display_name: Nikita(Niki) Golovko total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/it2ubiz/llm-zoomcamp/tree/main/01-Intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 9 questions_score: 7 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/it2ubiz/llm-zoomcamp/blob/main/02-vector/02Vector.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7335764879133335553?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7335764879133335553%2C7347363811034603522%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287347363811034603522%2Curn%3Ali%3Aactivity%3A7335764879133335553%29 - https://www.linkedin.com/posts/activity-7335764879133335553-lC_H?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAz15nUB_8r2kHa_LTZbaEMy4GA4Afsj8Ac - position: 268 display_name: Sad Kepler total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/ay95/llm-zoomcamp/blob/main/01-intro/Homework%201.ipynb faq_contribution: Since elastic search version 8.17.6 was note working in my jupyter notebook. I used 8.17.2 instead - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ay95/llm-zoomcamp/blob/main/02-vector-search/Homework%202.ipynb - position: 269 display_name: Dreamy Hawking total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ankitjnyadav/llm-zoomcamp/blob/main/01-intro/rag-intro.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ankitjnyadav/llm-zoomcamp/blob/main/02-vector-search/sematic_search.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ankitjnyadav/llm-zoomcamp/blob/main/cohorts/2025/workshops/homework.ipynb - position: 270 display_name: Hardcore Babbage total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 3 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/rkaur22/llm-zoomcamp-2025/blob/main/week1/homework.ipynb faq_contribution: Answers vary too much from the given options - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rkaur22/llm-zoomcamp-2025/blob/main/week2/homework2.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rkaur22/llm-zoomcamp-2025/tree/main/agents - position: 271 display_name: Gracious Bohr total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/fethi-azibi/LLM-ZOOMCAMP/blob/main/week-01/homework.ipynb learning_in_public_links: - https://x.com/fethiAz1/status/1934202401218613560 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/fethi-azibi/LLM-ZOOMCAMP/blob/main/week-02/homework.ipynb - position: 272 display_name: Sad Margulis total_score: 14 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/383060164/llm_zoomcamp/blob/main/notebook/homework_1_introduction/homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7339281685831667712/ - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/383060164/llm_zoomcamp/blob/main/notebook/homework_2_vector_search/homework.ipynb - position: 273 display_name: Ecstatic Shockley total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selsinan/llm_zoomcamp/blob/main/01-intro/hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/selsinan/llm_zoomcamp/blob/main/02-vector-search/hw2.ipynb - position: 274 display_name: Rosyid Haryadi total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/heisid/rag-course - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/heisid/rag-course/blob/main/vector_search.py - position: 275 display_name: Marina Zavgorodnyaya total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mzav/llm-zoomcamp/blob/main/hw1.py - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mzav/llm-zoomcamp/tree/main/hw2 - position: 276 display_name: Focused Hodgkin total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/popandpeek/llm-zoomcamp-2025/blob/main/Week1/main.py - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/popandpeek/llm-zoomcamp-2025/tree/main/Week2 - position: 277 display_name: Sonaldinho total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blahblahradio/llm-zoomcamp-sounak/blob/main/01-intro/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blahblahradio/llm-zoomcamp-sounak/blob/main/02-vector-search/homework.ipynb - position: 278 display_name: Imran Younus total_score: 13 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/younus8imran/llm-zoomcamp/blob/main/Mod-1-homework.ipynb - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/younus8imran/llm-zoomcamp/blob/main/03-evaluation/Mod-03-Evaluation-Homework.ipynb - position: 279 display_name: Stoic Tesla total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Herseybb/llm-zoomcamp-homeworks - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Herseybb/llm-zoomcamp-homeworks - position: 280 display_name: Kind Sinoussi total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kranthir42/llmzoomcamp/blob/main/1-introduction/homework.md - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kranthir42/llmzoomcamp/blob/main/2-vector_search/homework.md - position: 281 display_name: Convolutional Kernel total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/andyathsid/llm-zoomcamp-2025-modules-homework/blob/main/homework-1-introduction/homework.md - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/andyathsid/llm-zoomcamp-2025-modules-homework/blob/main/homework-2-vector-search/homework.ipynb - position: 282 display_name: Pensive Roentgen total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/galchenm/llm-zoomcamp-2025/tree/main/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/galchenm/llm-zoomcamp-2025/tree/main/02-vector-search - position: 283 display_name: Epic Allen total_score: 13 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/olufemig/llmzoomcamp/blob/main/HomeWork%202/hw2.ipynb learning_in_public_links: - https://x.com/georgefemi/status/1940065038053609575 - https://x.com/georgefemi/status/1940064874714845238 - https://x.com/georgefemi/status/1940064738366402794 - https://x.com/georgefemi/status/1940064602764537962 - https://x.com/georgefemi/status/1940064487190483068 - https://x.com/georgefemi/status/1940064405171183997 - https://x.com/georgefemi/status/1940064257699086395 - position: 284 display_name: Dreamy Carson total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aleisley/llm-zoomcamp/blob/main/01-intro/assignment.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aleisley/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - position: 285 display_name: Min Thiha Tun total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/MinThihaTun3012/llm-zoomcamp2025/blob/main/week1/homework.ipynb learning_in_public_links: - https://github.com/MinThihaTun3012/llm-zoomcamp2025/blob/main/week1/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/MinThihaTun3012/llm-zoomcamp2025/blob/main/week2/hw2.ipynb - position: 286 display_name: Busy Poincare total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Alvaro-Kothe/llm-zc-anwers/tree/master/01 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Alvaro-Kothe/llm-zc-anwers/blob/master/02/solution.md - position: 287 display_name: Mystifying Swartz total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sergiocancan/homeworks_llm_course/blob/main/hw_1/tarea.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/sergiocancan/homeworks_llm_course - position: 288 display_name: Competent Jepsen total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/reply2yds/dtc-llm-zoomcamp/blob/master/01-introduction/06-homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/reply2yds/dtc-llm-zoomcamp/blob/master/02-vector-search/04-homework.ipynb - position: 289 display_name: Determined Hermann total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jolson1129/llm-zoomcamp/blob/JMOWork/01-intro/homework1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jolson1129/llm-zoomcamp/blob/JMOWork/02-vector-search/homework2.ipynb - position: 290 display_name: Dreamy Kare total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jugnuarora/llm-zoomcamp-homework - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jugnuarora/llm-zoomcamp-homework/tree/main/02-vector-search - position: 291 display_name: Admiring Haslett total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/StevenLacey/llm-zoomcamp/blob/main/homework_1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - position: 292 display_name: Eager Yonath total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aksharag/llm-zoomcamp/blob/main/01-intro/hw1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aksharag/llm-zoomcamp/blob/main/hw%202.ipynb - position: 293 display_name: Kind Dijkstra total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nanni00/llm-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nanni00/llm-zoomcamp - position: 294 display_name: Wonderful Gauss total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gnuzzz/llm-zoomcamp/blob/course/work/cohorts/2025/01-intro/homework01.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gnuzzz/llm-zoomcamp/blob/course/work/cohorts/2025/02-vector-search/homework02.ipynb - position: 295 display_name: Unruffled Roentgen total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/potcham/llm-zoomcamp-2025/blob/main/01-intro/01-homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/potcham/llm-zoomcamp-2025/blob/main/02-vector/02-homework.ipynb - 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position: 298 display_name: Mystifying Borg total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 13 questions_score: 6 faq_score: 0 learning_in_public_score: 7 homework_link: https://github.com/bilozorov/llm2/blob/main/hw1.ipynb learning_in_public_links: - https://x.com/bilozorov/status/1934659393817129000 - https://x.com/bilozorov/status/1934659420471927161 - https://x.com/bilozorov/status/1934659443393990985 - https://x.com/bilozorov/status/1934659620682752042 - https://x.com/bilozorov/status/1934659693252841752 - https://x.com/bilozorov/status/1934659712781570189 - https://x.com/bilozorov/status/1934659741113806926 - position: 299 display_name: Naughty Kepler total_score: 13 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/oleksandr-lobunets/llm-camp/blob/main/task_1/homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/oleksandr-lobunets/llm-camp/blob/main/task_2/homework.ipynb - 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position: 337 display_name: Vigorous Chaplygin total_score: 10 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vareha/llm-zoomcamp - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vareha/llm-zoomcamp/ - position: 338 display_name: Gifted Pare total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 10 questions_score: 5 faq_score: 0 learning_in_public_score: 5 homework_link: https://github.com/behrouzm/LLM-ZoomCamp/tree/main/Module_1 learning_in_public_links: - https://x.com/The_Beppe/status/1934927878325719218 - https://pub.towardsai.net/beyond-the-hype-how-rag-is-revolutionizing-llm-accuracy-and-combating-hallucinations-61ef5b3e554a - https://aws.amazon.com/what-is/retrieval-augmented-generation/ - https://www.elastic.co/docs/solutions/security/ai/set-up-connectors-for-large-language-models-llm - 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position: 341 display_name: Wonderful Kalam total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 10 questions_score: 6 faq_score: 0 learning_in_public_score: 4 homework_link: https://github.com/santiago-higuitau/llm-project/blob/main/homeworks/01-week/homework-week.ipynb learning_in_public_links: - https://mastodon.social/@sanchohu/114713682343683989 - https://www.elastic.co/docs/solutions/search/get-started - https://www.tutorialspoint.com/elasticsearch/index.htm - https://www.udemy.com/course/elasticsearch-para-todos/?utm_source=adwords&utm_medium=udemyads&utm_campaign=Search_DSA_Beta_Prof_la.ES_cc.ROW-Spanish&campaigntype=Search&portfolio=ROW-Spanish&language=ES&product=Course&test=&audience=DSA&topic=&priority=Beta&utm_content=deal4584&utm_term=_._ag_167955697431_._ad_706510832628_._kw__._de_c_._dm__._pl__._ti_aud-2297301418005%3Adsa-2061826739417_._li_9218854_._pd__._&matchtype=&gad_source=1&gad_campaignid=21487757253&gbraid=0AAAAADROdO1vC7Yutehqc1k0m8X0kCgpB&gclid=CjwKCAjw6s7CBhACEiwAuHQckghj4XWXNm9Qu9YqJvahtW9XFMtpujs5jN-mupa06N3srwXZIPBgIxoCpDEQAvD_BwE&couponCode=PMNVD2525 - position: 342 display_name: Mihika Ajay Jadhav total_score: 10 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mihikajadhav02/llm-zoomcamp/blob/main/lecture2/homework_2_solutions.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mihikajadhav02/llm-zoomcamp/tree/main/dltworkshop - position: 343 display_name: Confident Gates total_score: 10 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hyhy26157/llm_zoomcamp_2025_homework - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hyhy26157/llm_zoomcamp_2025_homework/tree/main/homework_2 - position: 344 display_name: Eager Goldstine total_score: 9 homeworks: - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: Agents homework_slug: agents total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 345 display_name: Sanga total_score: 9 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alfonharyos/llm-zoomcamp-homework/blob/ff849d8d9bd35a44ce192a5390c0daffc81ad943/week1.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alfonharyos/llm-zoomcamp-homework/blob/main/week3-dlt.ipynb - position: 346 display_name: m13salama total_score: 9 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/notm13salama/data_talk_llm_zoomcamp/tree/main/week_1/hw - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/notm13salama/data_talk_llm_zoomcamp/tree/main/week_3/hw - position: 347 display_name: Affectionate Brattain total_score: 9 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GautamThorani/LLM-Bootcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/GautamThorani/LLM-Bootcamp - position: 348 display_name: Amazing Lumiere total_score: 9 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ShaniceWilliams/llm-zoomcamp/blob/main/01-Introduction/01_Homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ShaniceWilliams/llm-zoomcamp/blob/main/02-Vector_Search/02_Homework.ipynb - position: 349 display_name: Dreamy Hawking total_score: 9 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wenjun78/llm-zoomcamp-origin/tree/main/cohorts/2025/01-intro - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/wenjun78/llm-zoomcamp-origin - position: 350 display_name: Awesome Ganguly total_score: 9 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 - position: 351 display_name: Fervent Grothendieck total_score: 9 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 9 questions_score: 6 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/AlexHuc/llm-zoomcamp-2025/blob/main/01-intro/homework1.ipynb faq_contribution: Created my own gir repo and documentation in a readme file https://github.com/AlexHuc/llm-zoomcamp-2025/blob/main/01-intro/homework1.ipynb learning_in_public_links: - https://github.com/AlexHuc/llm-zoomcamp-2025/blob/main/01-intro/homework1.ipynb - https://www.linkedin.com/in/alexandruhuc/ - position: 352 display_name: Quirky Keller total_score: 9 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 9 questions_score: 6 faq_score: 1 learning_in_public_score: 2 homework_link: https://github.com/p6r6g/LLMzoomcamp/tree/d770ab1556a7b4b41e5d601160e0410102f4562c/01-intro faq_contribution: "problem - I couldn't find a section for the final project on\ \ the course management platform. I wanted to ask whether completing the final\ \ project is required to receive llm course certificate, or if there are other\ \ factors involved. Could anyone please clarify?\r\n\r\nsolution (by me) - you\ \ have to submit your final project and review 3 projects of your peers to recieve\ \ the certificate. homework is not mandatory, but it helps for a deeper understanding." learning_in_public_links: - https://www.linkedin.com/posts/parag-jyoti-nath_llm-rag-elasticsearch-activity-7338087331020664832-3_GE?utm_source=share&utm_medium=member_desktop&rcm=ACoAACmfhKQB-nonXSuFI6ezjtMiIYz2zHYWI5E - https://www.linkedin.com/posts/parag-jyoti-nath_llm-rag-ai-activity-7337095412463419393-dB7m?utm_source=share&utm_medium=member_desktop&rcm=ACoAACmfhKQB-nonXSuFI6ezjtMiIYz2zHYWI5E - position: 353 display_name: drzaib total_score: 8 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 8 questions_score: 7 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dr-zaib/llm-zoomcamp-learning-journey-/blob/main/homework_2_vector_search.ipynb learning_in_public_links: - https://www.linkedin.com/posts/zouzouaaxelisraelble_publiclearning-llmzoomcamp-ai-activity-7345552512562749441-cUxm?utm_source=share&utm_medium=member_desktop&rcm=ACoAACjBhwwBGMvl6KZUyplqoSWau6W0DkB4utg - position: 354 display_name: Cool Beaver total_score: 8 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/pawara101/llm-zoomcamp/blob/main/01-intro/homework-01.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 355 display_name: Awesome Davinci total_score: 8 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/hungertocode/RAG/blob/main/01-intro/Homework%201.ipynb learning_in_public_links: - https://www.linkedin.com/posts/amit-kumar-902526190_llm-rag-elasticsearch-activity-7337699712902295552-x7Qk?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAACzti5IBNRdlU2DJD9VM-NVrIO3IT1S4uD8 - https://www.linkedin.com/posts/amit-kumar-902526190_llm-rag-ai-activity-7335745059159441409-26J-?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAACzti5IBNRdlU2DJD9VM-NVrIO3IT1S4uD8 - position: 356 display_name: Upbeat Kepler total_score: 8 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/rodmargon/llm-zoocamp/blob/main/homework/02-vector-search/homework.ipynb - position: 357 display_name: Silly Blackwell total_score: 8 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nik19abramov/llm-zoomcamp/blob/main/01-intro/homework.ipynb - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/nik19abramov/llm-zoomcamp/tree/main/03-dlt - position: 358 display_name: Compassionate Leakey total_score: 8 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 8 questions_score: 6 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/jpmajesty2025/llm-zoomcamp-2025-david-schonberger/blob/main/01-intro/LLM_Zoomcamp_2025_HW1_David_Schonberger.ipynb learning_in_public_links: - https://www.linkedin.com/posts/davidschonberger_llm-zoomcamp-module-1-high-level-summary-activity-7337597702446206976-ETgO?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAtb_OYBI3qOXULn7PnWehbSlKbvlMByzKM - https://www.linkedin.com/posts/davidschonberger_iterative-refactoring-of-a-simple-rag-pipeline-activity-7337638710798127105-Wudg?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAtb_OYBI3qOXULn7PnWehbSlKbvlMByzKM - position: 359 display_name: Zen Hypatia total_score: 8 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - position: 360 display_name: Infallible Edison total_score: 7 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/anirudhsiddula/ZoomCampLLM/blob/main/Cohorts/HW2.ipynb - position: 361 display_name: Elated Bassi total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: http://github.com - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 362 display_name: Adoring Jackson total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 2 questions_score: 2 faq_score: 0 learning_in_public_score: 0 - position: 363 display_name: Compassionate Galileo total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 - position: 364 display_name: Charming Cerf total_score: 7 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/flo-kaiser/llm-zoomcamp/blob/main/homework_2.ipynb - position: 365 display_name: Dreamy Yalow total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ramsi-K/llm-zoomcamp - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ramsi-K/llm-zoomcamp - position: 366 display_name: José Pinto total_score: 7 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/josem109/llm-zoomcamp/blob/main/02-vector-search/homework.ipynb - position: 367 display_name: Heuristic Banach total_score: 7 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/trungpycourse/llm-zoomcamp/blob/main/03-evaluation/hw2025.ipynb learning_in_public_links: - https://github.com/DataTalksClub/llm-zoomcamp/tree/main/03-evaluation - position: 368 display_name: Distracted Bhabha total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 4 questions_score: 4 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/llm-zoomcamp-2025-homework/tree/main/homework-1 - homework: dlt Workshop homework_slug: dlt total_score: 3 questions_score: 3 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/almondheng/llm-zoomcamp-2025-homework/tree/main/dlt - position: 369 display_name: Raphael Santos total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/raphaelabenom/cohort-llm-2025 learning_in_public_links: - https://www.linkedin.com/in/raphael-abenom/ - position: 370 display_name: Distracted Meitner total_score: 7 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 7 questions_score: 7 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Shegzyrey/llmzoomcamp/tree/388eaf628f662541a39db5860370ef666ab27e1e/02-vector-search - position: 371 display_name: Heuristic Ride total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 7 questions_score: 6 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/dev-beluga/llm-zoomcamp/blob/main/my-solutions/module-1/answer.md learning_in_public_links: - https://izzy-blog.vercel.app/post/introduction-to-llm/#1-document-storage--search-elasticsearch - position: 372 display_name: Gracious Babbage total_score: 7 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/luisfss/llm-zoomcamp/blob/main/01-intro/01-Intro-homework.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 1 questions_score: 1 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/luisfss/llm-zoomcamp/blob/main/01-intro/homework.md - position: 373 display_name: Festive Volhard total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Kadipa/LLM_Zoom_Camp_2025/blob/main/week1/week1.ipynb - position: 374 display_name: Hopeful Haslett total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hendrysuwanda/llm-zoomcamp-2025/blob/main/module_1/Homework_1.ipynb - position: 375 display_name: Awesome Hermann total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/VictorUmunna/llm-zoomcamp/blob/master/01-intro/01-homework.ipynb learning_in_public_links: - https://www.linkedin.com/feed/update/urn:li:activity:7338664486909661184/ - position: 376 display_name: Xenodochial Lumiere total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/filipe-m-goncalves/llm-zoomcamp - position: 377 display_name: Mauricio Caicedo Palacio total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/macapagithub/llm-zoomcamp/blob/main/01-intro/homework_week1.ipynb - position: 378 display_name: Elegant Blackwell total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Sergjalo/llm-zoomcamp - position: 379 display_name: Inspiring Northcutt total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmytrofedoriuk/llm-zoomcamp/blob/main/01-intro/homework.ipynb - position: 380 display_name: Upbeat Nash total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mmotl/dtc-llm/tree/main/01/homework - position: 381 display_name: Nat04AHO total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Nat-aho/llm-zoomcamp/blob/main/module_01/homework.ipynb - position: 382 display_name: Vibrant Jang total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/elgrassa/llm-zoomcamp/blob/main/01-intro/LLM_HOMEWORK1.ipynb - position: 383 display_name: Sad Saha total_score: 6 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 384 display_name: Epic Chatelet total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/edaraanand/llm1/blob/main/homework-01 faq_contribution: It's not clear which filter to use for the Question-3 - position: 385 display_name: Zealous Nozik total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/TineOg/LLM_ZOOMCAMP/blob/main/Homework%20week%201.ipynb faq_contribution: If you are rerunning the es_client.indices.create code, Elasticsearch will tell you it already exists. If you actually need to rerun it, then you can just kill the docker container and rebuild it. - position: 386 display_name: Naughty Sanderson total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/semenoffalex/llm_zoomcamp - position: 387 display_name: Keen Keller total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gavin-crowley/llm-zoomcamp-25/tree/main/01-intro/hw1 - position: 388 display_name: Eager Hawking total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mbedekar/LLM-Zoomcamp-2025/blob/main/01-intro/HW1.ipynb - position: 389 display_name: Awesome Bartik total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/KyawKoKoSan/dtc_llm/blob/master/1_rag_intro.ipynb - position: 390 display_name: Vigilant Lichterman total_score: 6 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/kkhatke/LLM-Zoomcamp/blob/main/02-vector-search/homework.md - position: 391 display_name: Naughty Dubinsky total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Ishuan/llm-zoomcamp/blob/main/01-intro/homework.ipynb - position: 392 display_name: Bold Haibt total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/vkdhiman93/llm-zc-25/tree/main/01-intro - position: 393 display_name: Determined Murdock total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/flo-kaiser/llm-zoomcamp/blob/main/homework_1.ipynb - position: 394 display_name: Eager Einstein total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 395 display_name: Elated Dijkstra total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/add19/learning-llm-ai-infra/blob/main/01/Hw1.ipynb - position: 396 display_name: Vigorous Goodall total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/hanna1206/llm-zoomcamp/blob/main/homework/01_intro_homework/01_intro_homework.ipynb - position: 397 display_name: Miriam Landau total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/miriamlandau1999/llm-zoomcamp/blob/main/01-intro/homework-1.ipynb - position: 398 display_name: Zealous Pare total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/neeraj1892/llm-zoomcamp/blob/main/01-intro/homework.ipynb - position: 399 display_name: Dreamy Stonebraker total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/IoanaT/llm-zoomcamp/blob/main/01-intro/homework.ipynb - position: 400 display_name: Sad Chatelet total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/cra/datatalks-llm-zoomcamp - position: 401 display_name: Hungry Khayyam total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Esemechka/llm-zoomcamp - position: 402 display_name: Compassionate Euler total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/mamadyonline/llm-zoomcamp/blob/main/01_intro/homework1.ipynb - position: 403 display_name: Nervous Greider total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/stv74/LLM_Zoomcamp/blob/main/Homework.%20Introduction.ipynb - position: 404 display_name: Amazing Tharp total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://gitlab.com/diraulo/llm_zoomcamp/-/blob/main/01-intro/homework.ipynb - position: 405 display_name: Tender Saha total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/angelomozzillo/llm_zoomcamp_hmw/blob/main/hw1/hw1.ipynb - position: 406 display_name: Laughing Minsky total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Anelawrence/llm-zoomcamp/blob/main/01-intro/Elasticsearch_hw.ipynb - position: 407 display_name: Kind Johnson total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/soujirou/llm-zoomcamp/blob/main/01-intro/RAG-Intro.ipynb - position: 408 display_name: Sad Heyrovsky total_score: 6 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/DrUkachi/llm-zoomcamp-2025/blob/main/module-3/homework.ipynb - position: 409 display_name: Condescending Galois total_score: 6 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dawidds100/llm_zoomcamp_2025/blob/main/03-evaluation/homework_solution.ipynb - position: 410 display_name: Hopeful Kapitsa total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/grigoresc/llm-zoomcamp-learn-workspace-2025 - position: 411 display_name: Romantic Lovelace total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/aravinu19/llm-zoomcamp/blob/main/module_01/hw1.ipynb - position: 412 display_name: Eloquent Ramanujan total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 - position: 413 display_name: Unruffled Solomon total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iris-yeanwei/llm-zoomcamp-cohort-2025 - position: 414 display_name: Relaxed Proskuriakova total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/JeanC06/llm-zoomcamp/blob/main/homework_1.ipynb - position: 415 display_name: Sharp Albattani total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BigDatalex/llm-zoomcamp/blob/main/01-intro/homework1.ipynb - position: 416 display_name: Hopeful Mayer total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Luismartco/llm-zoomcamp/tree/main/cohorts/2025/01-intro - position: 417 display_name: Beautiful Galois total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dineshsayana/llm-zoomcamp/blob/main/1-intro/homework_wk1.ipynb - position: 418 display_name: Xenodochial Maxwell total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alabamustapha/llmzoomcamp25/blob/main/hm1/rag.ipynb - position: 419 display_name: jonby total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/jgdenby/llm-zoomcamp/blob/main/week1/week1.ipynb - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 0 questions_score: 0 faq_score: 0 learning_in_public_score: 0 - position: 420 display_name: Pensive Driscoll total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/bdushimi/zoomcamp/tree/course-llm-zoomcamp-hw-1 - position: 421 display_name: Dazzling Snyder total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 4 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/alvarovs89/llm-zoomcamp/blob/personal/01-intro/homework-1.ipynb learning_in_public_links: - https://x.com/alvarovs/status/1934165930281709637 - https://x.com/alvarovs/status/1934585056171114793 - position: 422 display_name: Friendly Kapitsa total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/skippednote/llm-zoomcamp/blob/2c2d507d23611bf72216d322db18072959b57c04/01-intro/rag-intro.ipynb - position: 423 display_name: Dazzling Maxwell total_score: 6 homeworks: - homework: 'Homework 2: Vector Search' homework_slug: hw2 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gathungu-wainaina/llm_zoomcamp/blob/main/02-vector-search/homework.ipynb - position: 424 display_name: Bold Elion total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/abhishek-chattopadhyay/llm-zoomcamp/blob/main/01-intro/abhishek/homework_01.ipynb - position: 425 display_name: Clever Davinci total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/olgazju/llm-zoomcamp-2025/blob/main/1/1.ipynb - position: 426 display_name: ndcharles total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ndcharles/llm-zoomcamp/blob/main/01-intro/elastic-search.ipynb - position: 427 display_name: Kalyan total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 4 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/kalyank316/llm-zoomcamp/tree/main/01 faq_contribution: "When I re-run the code in Jupyter notebook multiple times for\ \ homework#1, the index building code snippet fails. \r\nThe solution is to\ \ delete any potential existing index with the same name before attempting\ \ to create the index (see code snippet below). \r\n# Check if the index exists\ \ and delete it if it does\r\nif es_client.indices.exists(index=index_name):\r\ \n print(f\"Deleting existing index: {index_name}\")\r\n es_client.indices.delete(index=index_name)\r\ \n print(f\"Index {index_name} deleted.\")\r\nHowever, with this approach\ \ sometimes when you re-run the code multiple times, the index gets messed up\ \ and you for example will see a different score output each time you execute\ \ the code for question#3 in homework1. To fix this 1) Go to docker desktop\ \ and stop Elasticsearch container , delete the container image and re-initiate\ \ the Elasticsearch container by creating it from scratch per the instructions\ \ ‘1.6 Searching with ElasticSearch’ 2) Change the name of the index in your\ \ code to anything other than -> index_name = \"course-questions\"" learning_in_public_links: - https://app.slack.com/client/T0909EQ4F19/C09013JNEKH - position: 428 display_name: Zen Napier total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 5 faq_score: 1 learning_in_public_score: 0 homework_link: https://github.com/alexander-i/llm-zoomcamp/blob/main/01-intro/homework.ipynb faq_contribution: It may be a good idea to specify which elasticsearch version the course is using and target specific docker version. Please see https://datatalks-club.slack.com/archives/C06TEGTGM3J/p1749407333805939. - position: 429 display_name: Blanco total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/blancozhang/llm-zoomcamp/blob/main/hw1.ipynb - position: 430 display_name: Awesome Lumiere total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/TheCrawlerzero6/llm-zoomcamp-2025-homeworks faq_contribution: Ty - position: 431 display_name: Apoorva Narayanappa total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Apoorva-Narayanappa/llm_zoomcamp/blob/main/01.Intro/Homework.ipynb - position: 432 display_name: Busy Raman total_score: 6 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/dmelnicyn/llm-zoomcamp-homeworks/blob/main/homework3.ipynb - position: 433 display_name: Jovial Poitras total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/ichsanulamal/llm-zoomcamp/blob/main/mine/hw1.ipynb - position: 434 display_name: Leslie total_score: 6 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 6 questions_score: 6 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/gatechme99/llm-zoomcamp/blob/main/01-intro/homework1.md - position: 435 display_name: Pedantic Sanderson total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 436 display_name: Bold Sinoussi total_score: 5 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 3 faq_score: 0 learning_in_public_score: 2 homework_link: https://github.com/1mustyz/llm-zoom-bootcamp/tree/main/03-agent-evaluation learning_in_public_links: - https://www.linkedin.com/posts/mustapha-yusuf-3275471b7_rag-machinelearning-ai-activity-7358160822335950852-9hsF?utm_source=share&utm_medium=member_desktop&rcm=ACoAADJyoQ8BW7e9j5nrX70eFO70RbnNwgsM6UU - https://x.com/MustapahaYusuf/status/1952397727343509621 - position: 437 display_name: Vibrant Bardeen total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/Chirag1994/llm-zoomcamp/blob/main/01-intro/Homework.ipynb learning_in_public_links: - https://www.linkedin.com/posts/chiragsharma1994_llmzoomcamp-llmzoomcamp-rag-activity-7340852037275799553-NV4R?utm_source=share&utm_medium=member_desktop&rcm=ACoAACQs0wgBmcq8NxmBupH1wyBQDQeO-awKptE - position: 438 display_name: Happy Shtern total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/SameulAH/LLMops/tree/main/001-%20Intro - position: 439 display_name: Crazy Khayyam total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 - position: 440 display_name: Admiring Liskov total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 3 faq_score: 1 learning_in_public_score: 1 homework_link: https://github.com/MikePresman/llm-zoomcamp/blob/main/module_1_homework.ipynb faq_contribution: "Not precise answers and the tokens one didnt make sense.\r\n\ \r\nimport tiktoken\r\nencoding = tiktoken.encoding_for_model(\"gpt-4o\")\r\n\ encoding.encode(prompt)\r\n\r\nit gives me back an array? When I read len of\ \ that array its way larger than any of the choices" learning_in_public_links: - https://linkedin.com/in/mikepresman - position: 441 display_name: Loving Robinson total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/BWOlatunji/LLM-Zoomcamp-Projects/tree/main - position: 442 display_name: Pensive Neumann total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 4 faq_score: 0 learning_in_public_score: 1 homework_link: https://github.com/kpavan05/llmzoom/blob/main/01-intro/homework.md learning_in_public_links: - https://github.com/kpavan05/llmzoom/blob/main/01-intro/hw1.ipynb - position: 443 display_name: Stoic Driscoll total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/Pawan-Chahar/RAG_LLM_Zoomcamp/blob/main/01-intro/homework.ipynb - position: 444 display_name: Ecstatic Shaw total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/alexptrw/llm-zoomcamp/tree/main/01-intro/hmw - position: 445 display_name: Agitated Pasteur total_score: 5 homeworks: - homework: 'Homework 3: Evaluation' homework_slug: hw3 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/devsu88/llm-zoomcamp/blob/main/03-evaluation/homework.ipynb - position: 446 display_name: Blissful Woese total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/iraari/llm-zoomcamp/blob/main/01-intro/homework.ipynb - position: 447 display_name: Adoring Mirzakhani total_score: 5 homeworks: - homework: 'Homework 1: Introduction' homework_slug: hw1 total_score: 5 questions_score: 5 faq_score: 0 learning_in_public_score: 0 homework_link: https://github.com/RajKKapadia/LLM-Zoomcamp/tree/main/hw1 - 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