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21 changes: 21 additions & 0 deletions LICENSE.md
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MIT License

Copyright (c) [year] [your full name]

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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52 changes: 52 additions & 0 deletions README.md
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# LangChain & Vector Databases Learning Repository

This repository is dedicated to my learning journey through the [LangChain & Vector Databases in Production](https://learn.activeloop.ai/courses/langchain) course offered by Activeloop. The course is part of the Gen AI 360 Foundational Model Certification and focuses on mastering Large Language Models (LLMs) and Vector Databases.

## Course Overview

- **LangChain**: A robust framework for building applications with LLMs.
- **Vector Databases**: Understanding Deep Lake, a groundbreaking vector database for all AI data.
- **Projects**: 10+ practical projects to build real-world applications.
- **Duration**: 40+ hours of learning content.

## What's Inside This Repository

- **Code Snippets**: Various code examples and exercises from the course.
- **Projects**: Complete projects developed during the course.
- **Notes**: Personal notes and insights related to LangChain and Vector Databases.

## How to Use This Repository

Feel free to explore the code and projects. If you have any questions or suggestions, please open an issue or submit a pull request.

## Progress

### Completed Modules
- [x] Course Introduction
- [x] From Zero to Hero
- [x] Large Language Models and LangChain
- [x] Learning How to Prompt

### Currently Working On
- [ ] Keeping Knowledge Organized with Indexes

### Upcoming Modules
- [ ] Combining Components Together with Chains
- [ ] Giving Memory to LLMs
- [ ] Making LLMs Interact with the World Using Tools
- [ ] Using Language Model as Reasoning Engines with Agents

## License

This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details.

## Acknowledgments

- Thanks to Activeloop for providing this comprehensive course.
- Special shoutout to the community and fellow learners for the support and collaboration.

---

Feel free to connect with me on [LinkedIn](https://www.linkedin.com/in/letlhogonolo-fanampe-32ba9540/) or follow me on [GitHub](https://github.com/djpapzin).

Happy Learning!

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