{"id":18811306,"url":"https://github.com/activeloopai/langchain-vectordbs-course","last_synced_at":"2025-10-29T14:40:47.115Z","repository":{"id":177391208,"uuid":"658872589","full_name":"activeloopai/langchain-vectordbs-course","owner":"activeloopai","description":"Part of Gen AI 360: Foundational Model Certification Course","archived":false,"fork":false,"pushed_at":"2024-04-19T15:17:41.000Z","size":37219,"stargazers_count":15,"open_issues_count":0,"forks_count":12,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-04-19T16:35:49.738Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mpl-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/activeloopai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-06-26T17:00:59.000Z","updated_at":"2024-04-19T16:35:52.133Z","dependencies_parsed_at":null,"dependency_job_id":"d1af0507-7573-4da8-9048-61700ae006b2","html_url":"https://github.com/activeloopai/langchain-vectordbs-course","commit_stats":null,"previous_names":["activeloopai/langchain-vectordbs-course"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/activeloopai%2Flangchain-vectordbs-course","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/activeloopai%2Flangchain-vectordbs-course/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/activeloopai%2Flangchain-vectordbs-course/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/activeloopai%2Flangchain-vectordbs-course/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/activeloopai","download_url":"https://codeload.github.com/activeloopai/langchain-vectordbs-course/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223604077,"owners_count":17172212,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-07T23:25:35.039Z","updated_at":"2025-10-29T14:40:47.029Z","avatar_url":"https://github.com/activeloopai.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Free LangChain Course: LangChain \u0026 Vector Databases in Production\n\nThis repository contains Jupyter notebooks for the course [LangChain \u0026 Vector Databases in Production Course](http://learn.activeloop.ai/). This course is brought to you in collaboration with Activeloop, Towards AI, \u0026 Intel Disruptor Initiative, designed to equip you with the knowledge and skills to train, fine-tune, and incorporate Large Language Models (LLMs) into AI products at your organization.\n\n## Who Should Use This Repository?\n\nThis repository is perfect for both experienced developers new to the AI realm and experienced machine learning enthusiasts. The course aims to make AI accessible and practical, transforming how you approach your daily tasks and the overall impact of your work.\n\n## What You Will Learn\n\nBy following along with the Jupyter notebooks in this repository, you will:\n\n- Master LLM \u0026 Vector Database fundamentals.\n- Build production-grade LLM applications with LangChain.\n- Learn how to use Deep Lake, the only multi-modal vector database.\n\n## Course Curriculum\n\nThe course and thus the notebooks in this repository follow the below curriculum:\n\n1. Course Introduction\n2. From Zero to Hero\n3. Large Language Models and LangChain\n4. Learning How to Prompt\n5. Keeping Knowledge Organized with Indexes\n6. Combining Components Together with Chains\n7. Giving Memory to LLMs\n8. Making LLMs Interact with the World Using Tools\n9. Using Language Model as Reasoning Engines with Agents\n\n## Course Highlights\n\nThe course, and thus this repository, consists of:\n\n- 63 lessons.\n- Learning how to use the only multi-modal Vector DB.\n- 10+ practical projects like building LLM-powered sales \u0026 customer support agents【9†source】.\n\n## How to Use This Repository\n\n1. Clone this repository.\n2. Navigate to the cloned directory.\n3. Run the Jupyter notebooks in the order of the course curriculum.\n\n## Prerequisites\n\n- Basic knowledge of Python programming.\n- Basic understanding of machine learning concepts.\n\n## Contribute\n\nFeel free to contribute to this repository by submitting issues, or by forking this repository and submitting pull requests. \n\n## License\n\nThis project is licensed under the terms of the MIT license.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Factiveloopai%2Flangchain-vectordbs-course","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Factiveloopai%2Flangchain-vectordbs-course","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Factiveloopai%2Flangchain-vectordbs-course/lists"}