I built a RAG from scratch - Every GEN AI Developer must learn this
Автор: Tech Simplified Studio
Загружено: 2025-12-28
Просмотров: 264
Описание:
Most Al demos work - until you put them in production.
In this video, I build a Retrieval-Augmented Generation (RAG) system from scratch using Python, LangChain, FAISS, and real documents - while hitting the same problems real GenAl developers face:
• Al hallucinations
• LangChain breaking changes
• Environment variable issues
• OpenAl quota errors
Instead of hiding the failures, we fix them.
You'll learn:
• What RAG actually is (no buzzwords)
• Why raw LLMs hallucinate
• How retrieval stops hallucinations
• Step-by-step RAG architecture
• How real GenAl systems are built
This is not a toy demo.
This is how production Al works.
Comment RAG if you want the full repo and walkthrough.
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