🤖 AI Chatbot - English Version

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📝 Description

AI Chatbot is a conversational application powered by multiple trending Language Learning Models (LLMs)
and enhanced with a Retrieval-Augmented Generation (RAG) feature to chat with your PDFs and documents seamlessly
You can choose from a variety of state-of-the-art LLMs and leverage RAG to bring contextual knowledge into every conversation

Currently supported models include:

• llama2-7b
• llama3-8b-instruct
• claude-3.7-sonnet
• deepseek-r1
• llama2-70b

Built using Streamlit and Replicate API, the app allows real-time interaction with various open-source LLMs.

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▶️ Try the Chatbot Live

This application is deployed on Streamlit Cloud   Click to see⎾

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📦 Prerequisites

1. Create a free Replicate account
2. Get your Replicate API key from your profile
3. [Optional] Set up a local environment if testing locally

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⚙️ Installation (Local)

git clone https://github.com/MatthieuGillieron/chatbot.git
cd chatbot
pip install -r requirements.txt
streamlit run src/app.py

Once running:

• Paste your Replicate API key in the settings tab
• Choose your model and temperature
• Start chatting!

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🧠 Features

• Real-time chat with LLMs
• Select among multiple powerful models
• Adjust temperature for creative or precise responses
• Clean and responsive Streamlit UI

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🛡️ Security Note

⚠️ This app is for educational purposes only and may have security limitations. Use with caution.

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📄 License

Licensed under the MIT License

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🌟 Contribute

If you like the project, give it a ⭐ on GitHub!
Feel free to fork, improve, or submit pull requests.