https://github.com/hadjuse/chatbot-malagasy
A little project to show how to use mistral to create a little chatbot using mistral and Langchain
https://github.com/hadjuse/chatbot-malagasy
langchain-python mistral-api mistralai python3
Last synced: about 1 month ago
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A little project to show how to use mistral to create a little chatbot using mistral and Langchain
- Host: GitHub
- URL: https://github.com/hadjuse/chatbot-malagasy
- Owner: hadjuse
- License: mit
- Created: 2025-01-25T09:41:48.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-01-25T10:10:36.000Z (3 months ago)
- Last Synced: 2025-01-25T10:26:17.573Z (3 months ago)
- Topics: langchain-python, mistral-api, mistralai, python3
- Language: Jupyter Notebook
- Homepage:
- Size: 0 Bytes
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Project RAG response in Malagasy
This little project is a chatbot built using the Retrieval-Augmented Generation (RAG) approach with Langchain. It focuses on providing responses in Malagasy.
## Features
- RAG for precise responses
- Langchain integration for NLP
- Straightforward setup and deployment
## Prerequisites
- Python 3.8+
- Jupyter Notebook
- Required Python packages (in `requirements.txt`)
## Installation
1. Clone the repository:
```bash
git clone https://github.com/hadjuse/ChatBot-Malagasy.git
cd ChatBot-Malagasy
```
2. Create and activate a virtual environment:
```bash
python -m venv venv
source venv/bin/activate # On Windows use `venv\Scripts\activate`
```
3. Install requirements:
```bash
pip install -r requirements.txt
```
## Launching the Chatbot
1. Execute the ui.py in the folder frontend.
## Notebook Details
Notebook provide details about prompting technique and how to use langchain for use cases
## Contributing
Fork the repository, make your changes, and open a pull request.
## License
Licensed under the MIT License. See `LICENSE` for details.
## Contact
For questions or issues, open a GitHub issue or contact the maintainer at [[email protected]].