Zero Budget, Full Stack: Building with Only Free LLMs

📰 KDnuggets

Build a full-stack AI meeting summarizer using React, FastAPI, and free LLMs with zero budget

intermediate Published 31 Mar 2026

Action Steps

Set up a React frontend to handle user input and display meeting summaries
Use FastAPI to create a backend API that interacts with free LLMs
Integrate free LLMs with the FastAPI backend to generate meeting summaries
Deploy the application using a free hosting platform or local server

Who Needs to Know This

This project benefits developers and data scientists on a team, as it demonstrates how to integrate free LLMs with popular frameworks like React and FastAPI to create a functional AI application

Key Insight

💡 Free LLMs can be used to build functional AI applications with popular frameworks like React and FastAPI, reducing development costs