PhoneIT

An application that when deployed can establish a call service, where an AI agent can solve any query of the users using an established RAG pipeline. The system is centralized using a web platform for ease of use and monitoring for the service hoster.

Features

• Utilizes various open-source models like indictrans2 for multi-lingual efficiency and performance.
• Contains an efficient RAG pipeline ensuring the AI provides factual information via a vector DB(FAISS).
• Integrated with Twilio API.
• Currently the cheapest option in the market as of its creation time.
• The demo video of the application is here.

Installation

Running Only the Application

1. Create a Python virtual environment (version <= 3.10).
2. Install the required dependencies:

   pip install -r requirements.txt

3. Update the required details in the .env file present in the same directory.
4. Run the application:

   python final.py

Running with Web Interface

1. Install Node.js and npm.
2. Navigate to the web interface directory:

   cd website

3. Install dependencies:

   npm install

4. Run the development server:

   npm run dev

5. Open http://localhost:3000 in your browser to see the result.

Contributing

This project was developed within 1-2 days. Hence, any kind of suggestions and upgrades are appreciated 🙂.

License

This project is licensed under the Apache 2.0 License.