How to Build Your Own AI Fitness Coach Using Open-Source LLMs and Gradio:
Last Updated on November 3, 2024 by Editorial Team
Author(s): Anoop Maurya
Originally published on Towards AI.
This member-only story is on us. Upgrade to access all of Medium.
In this tech-savvy age, why pay for a fitness trainer when you can build your own AI coach? Imagine having a custom workout plan tailored specifically for your goals, health conditions, and lifestyle. Using the power of AI, we can create a personalized fitness routine that adapts to your progress and keeps you motivated! In this article, I’ll walk you through the step-by-step process of creating an AI fitness coach using Gradio and LangChain with open-source LLMs.
Let’s break it down and explore how AI can transform your fitness journey.
We’re building an AI fitness coach that:
Collects user data like age, weight, and fitness goals.Generates a personalized fitness routine.Gathers user feedback after each session and updates the plan accordingly.Tracks your progress over time.Motivates you with encouragement and tips.
Sounds exciting, right? Let’s dive into the implementation!
LangGraph is like the mastermind behind multiple AI agents working together to get things done — think of it as the blueprint for how different tasks are managed, shared, and processed in an intelligent flow.
In a typical AI application, you usually have one agent doing all the work. But what if you… Read the full blog for free on Medium.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.
Published via Towards AI
Take our 90+ lesson From Beginner to Advanced LLM Developer Certification: From choosing a project to deploying a working product this is the most comprehensive and practical LLM course out there!
Towards AI has published Building LLMs for Production—our 470+ page guide to mastering LLMs with practical projects and expert insights!

Discover Your Dream AI Career at Towards AI Jobs
Towards AI has built a jobs board tailored specifically to Machine Learning and Data Science Jobs and Skills. Our software searches for live AI jobs each hour, labels and categorises them and makes them easily searchable. Explore over 40,000 live jobs today with Towards AI Jobs!
Note: Content contains the views of the contributing authors and not Towards AI.