Project Title

A brief description of what this project does and who it's for.

Installation

1. Clone the repository:

   git clone <repository-url>

2. Navigate to the project directory:

   cd Q&A

3. Install the dependencies:

   pip install -r requirements.txt

Usage

Running the Application

To start the application, run:

python app/main.py

API Endpoints

• Ask a Question

  • Endpoint: /ask
  • Method: POST
  • Description: Handles user queries and returns answers using GPT-4 with sentiment awareness, including latency tracking.

• Reembed Messages

  • Endpoint: /reembed
  • Method: POST
  • Description: Manually triggers re-embedding of missing chat messages.

• Get Embedding Count

  • Endpoint: /embedding-count
  • Method: GET
  • Description: Fetches embedding count information.

• Submit Feedback

  • Endpoint: /feedback
  • Method: POST
  • Description: Accepts user feedback for GPT-4 answers.

• Delete All Embeddings

  • Endpoint: /delete
  • Method: DELETE
  • Description: Deletes all embeddings from ChromaDB.

Testing

To run the tests, execute:

./run_tests.sh

Contributing

Contributions are welcome! Please open an issue or submit a pull request.

License

This project is licensed under the MIT License - see the LICENSE file for details.