A Blog full of AI Projects

A Blog full of AI Projects

Python FastAPI with JWT Auth serving RAG by fake Embeddings

15-April-2026

Python FastAPI with JWT Auth serving a RAG Application using Groq + fake embeddings - hosted at Vercel Cloud using Serverless Functions

Try the demo by OpenAPI...

A Starter FastAPI + JWT Auth + Retrieval-Augmented Generation (RAG) by Groq LLM + fake embeddings + OpenAPI / Swagger - secured by HTTPS

During the development process, I used ChatGPT for assisting with code generation and Github Copilot for code inline suggestion

DevOps by VS Code + GitHub + Vercel Cloud

The Web API at GitHub
AI - RAG - Machine Learning