MongoDB-AI-Agent

A Python-based AI agent designed to interact with MongoDB using natural language queries. This project leverages the Groq API and provides a user-friendly interface built with Streamlit. Simply input your query in natural language, and the agent will return the results in a chat format.

Features

• Natural language query processing
• Chat format response
• Streamlit interface for easy interaction
• Integration with MongoDB via the Groq API

Getting Started

Follow these instructions to get a copy of the project up and running on your local machine.

Prerequisites

• Python 3.8 or higher
• MongoDB
• Groq API access

Installation

1. Clone the repository:

   git clone https://github.com/sunilghanchi/MongoDB-AI-Agent.git

2. Navigate to the project directory:

   cd MongoDB-AI-Agent

3. Install the required packages:

   pip install -r requirements.txt

Usage

1. Prepare your prompt template and sample queries:

   • prompt.txt: Template file for the AI agent prompts
   • sample.txt: File containing sample queries

2. Run the Streamlit application:

   streamlit run main.py

3. Open the Streamlit interface in your browser:

   http://localhost:8501
   

4. Enter your query in natural language and receive the results in chat format.

Files

• main.py: Main application file for running the Streamlit interface
• requirements.txt: List of dependencies required for the project
• prompt.txt: Template file for the AI agent prompts
• sample.txt: Sample query file

Contributing

Contributions are welcome! Please fork the repository and create a pull request with your changes.

Acknowledgements

• Streamlit
• Groq API
• MongoDB