Software Engineer LLM Agent
Software Engineer LLM Agent

Software Engineer LLM Agent

Tags
Large Language Model
AWS EC2
Python
FastAPI
Published
March 1, 2024

Introduction

GenCode is a code generation service designed to transform code from a public GitHub repository based on specific prompts. The service outputs the difference (diff) between the original and transformed code. To build this service, my implementation uses FastAPI, OpenAI’s LLM GPT-3.5 model, Supabase DB, AWS EC2, and a ton of small python utility functions to fetch, transform, and return information.
 
Run in Postman:
 

Key Documents & Links

 🗄️  GitHub
 📄 README
How To Use TLDR
 
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Brainstorming
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System Design Diagram
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Technical Documentation