A Blog full of Web Projects

A Blog full of Web Projects

Python FastAPI with JWT Auth serving RAG by Real Embeddings hosted at Vercel Cloud

13-April-2026

Python FastAPI with JWT Auth and OpenAPI / Swagger serving a RAG Application using Groq + Hugging Face 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 + Real embeddings by Hugging Face model + OpenAPI - secured by HTTPS

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

DevOps - CI / CD by VS Code + GitHub + Vercel Cloud

The Web API at GitHub
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