Language Learning Model Selection (LLMS) Project

Description

This project is a chatbot application that allows the user to choose between two language learning models (LLMs): OpenAI and Gemini. The chatbot uses a database of documents to provide responses to user queries. The database can be rebuilt if necessary.

Installation

To set up the project, follow these steps:

1. Clone the repository to your local machine.
2. Install the necessary dependencies. This project requires the openai, google-generativeai, gradio, chromadb, and llama_index packages. You can install these with pip:

   pip install openai google-generativeai gradio chromadb llama_index
   

3. Set up your environment variables. You will need to provide your OpenAI API key and Gemini API key.

Usage

To use the project, run the chatbot_gui.py script in the /GUI directory. This will launch a Gradio interface where you can input your message and choose your LLM.

File Structure

• /backend/rag_function.py: Contains functions for checking if the database exists, rebuilding the database, and querying the engine.
• /docs/placeholder doc.txt: A placeholder for the project documentation.
• /GUI/chatbot_gui.py: Contains the main chatbot interface.
• /llms/openai_chat.py: Contains the function for chatting with the OpenAI model.
• /llms/gemini_chat.py: Contains the function for chatting with the Gemini model.

Contributing

Contributions are welcome. Please submit a pull request.

License

This project is licensed under the terms of the MIT license.