Groq-Function-Calling

This repository contains an implementation of Groq function calling, utilizing the Llama-3-70B model for direct email sending functionality. With this setup, the Llama-3-70B (LLM) is capable of composing entire emails and sending them to your specified clients. The frontend interface is built using Streamlit, providing a user-friendly way to interact with the system. This integration allows LLMs to have real-life impact beyond simple conversational tasks.

Steps to run

1. Clone the Repository: Begin by cloning the repository to your local machine. Once cloned, navigate to the repository directory in your terminal.
2. Install Dependencies: Use pip to install the required dependencies listed in the requirements.txt file.

   pip install -r requirements.txt

3. Generate Groq API Key: Visit the GROQ to generate a free API key. Replace the placeholder API key in the .env file with the one you've generated.
4. Create Google App Password: Follow the instructions provided in Google's documentation to create an app password. This password will be used for sending emails via Gmail. Update the .env and also add your email id.
5. Run the Streamlit App: Execute the Streamlit app using the following command:

 streamlit run app.py