AI Fitness Coach: Customizing Fitness Routines with LLMs

This project implements an AI-powered Fitness Coach that creates personalized fitness plans using Large Language Models (LLMs). It leverages the LangChain and LangGraph frameworks to create a multi-agent system that interacts with users, generates fitness plans, and provides ongoing support and motivation.

Features

User profile creation based on input data
Personalized fitness plan generation
Feedback collection and plan adjustment
Progress monitoring
Motivational support
Interactive Gradio UI for easy user interaction

Caution

Important Note: While this AI Fitness Coach aims to provide personalized fitness advice, it should not be considered a substitute for professional medical or fitness expertise. The generated plans are based on general fitness principles and may not account for all individual health conditions or circumstances. Always consult with a healthcare professional or certified fitness trainer before starting any new exercise regimen, especially if you have pre-existing health conditions or injuries.

Requirements

Python 3.7+
LangChain
LangGraph
Gradio
Ollama
LangChain Community

Installation

Clone this repository:

git clone https://github.com/imanoop7/AI-Agents-as-Personal-Trainers--Customizing-Fitness-Routines-with-LLMs
cd AI-Agents-as-Personal-Trainers--Customizing-Fitness-Routines-with-LLMs

Create a virtual environment (optional but recommended):

python -m venv venv
source venv/bin/activate  # On Windows, use `venv\Scripts\activate`

Install the required packages:
```
pip install -r requirements.txt
```
Ensure you have Ollama installed and running on your system. Visit Ollama's website for installation instructions.

Usage

Run the main script:
```
python main.py
```
Open your web browser and go to the URL displayed in the console (usually http://127.0.0.1:7860).
Use the Gradio interface to input your personal information and fitness goals.
Receive a personalized fitness plan generated by the AI Fitness Coach.
Provide feedback and receive updated plans as needed.

Project Structure

main.py: The main script that sets up the AI Fitness Coach and Gradio UI.
requirements.txt: List of Python package dependencies.

Contributing

Contributions to improve the AI Fitness Coach are welcome! Please feel free to submit issues and pull requests.

License

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

Acknowledgments

This project uses the LangChain and LangGraph frameworks.
The Gradio library is used for the user interface.
Ollama is used for running the language models locally.

README