Sep 06, 2026
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6
How I Actually Built a RAG Chatbot That Works in Production
Building a RAG chatbot that actually works in production means solving about 10 problems the tutorials skip — from hybrid retrieval and hallucination guardrails to conversation context and knowing when to skip the LLM entirely. Here's what I learned building one from scratch.
RAG
AI Chatbot
LLM
Vector Search
Retrieval-Augmented Generation
Generative AI
Enterprise AI
Python
FastAPI
ChromaDB
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