---
title: "Comment by Umar Bello Kanwa on \"Building a Production-Ready RAG Chatbot with FastAPI and LangChain\" | Hashnode"
description: "Great Article, I learnt a lot from this. Thank to the author"
url: "https://hashnode.com/posts/building-a-production-ready-rag-chatbot-with-fastapi-and-langchain/67162e3c0d9ce7b9aa08a3c0/comment/6951507480e34429b6c6e1cf"
---

[Discussion](https://hashnode.com/posts/building-a-production-ready-rag-chatbot-with-fastapi-and-langchain/67162e3c0d9ce7b9aa08a3c0)

Comment [Building a Production-Ready RAG Chatbot with FastAPI and LangChain](https://hashnode.com/posts/building-a-production-ready-rag-chatbot-with-fastapi-and-langchain/67162e3c0d9ce7b9aa08a3c0)

[Umar Bello Kanwa](https://hashnode.com/@umarbellokanwa)

[Dec 28, 2025](https://hashnode.com/posts/building-a-production-ready-rag-chatbot-with-fastapi-and-langchain/67162e3c0d9ce7b9aa08a3c0/comment/6951507480e34429b6c6e1cf)

Great Article, I learnt a lot from this. Thank to the author