Back to Projects

Bachelor Project

May 2024
View Source

A sophisticated multi-agent system designed to automatically generate functional REST and GraphQL API interfaces using Large Language Models.

Key Features

🤖

Multi-Agent Architecture

Built using Google Gemini and an LLM Provider Factory pattern. Deploys specialized agents to analyze requirements and generate code for REST/GraphQL APIs.

âš¡

Real-time Streaming Backend

Architected the backend with FastAPI and MongoDB, utilizing Server-Sent Events (SSE) to stream generation progress and agent activities to the frontend in real-time.

🚀

Automated DevOps

Integrated automated deployments via Genezio for serverless scaling. Implemented Langfuse for detailed observability, tracing, and cost analysis of LLM usage.

Technologies

PythonFastAPIReactMongoDBGeminiAWSDockerGenezioLangfuse