TRUONG PHAM
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11 articles
RAG in Production — The Journey of Building a Real-world AI System
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Part 1
RAG in Production [P1]: Real-world Problem - When Does a Business Actually Need AI?
Mar 25, 2024
Part 2
RAG in Production [P2]: What is RAG? Why not Fine-tuning or Prompt Engineering?
Mar 27, 2024
Part 3
RAG in Production [P3]: Architecture Design - Blueprint for an Enterprise RAG System
Mar 30, 2024
Part 4
RAG in Production [P4]: Backend Implementation - Building the Engine with FastAPI & LangChain
Apr 2, 2024
Part 5
RAG in Production [P5]: Vector Database Design - Optimizing Qdrant for Scale
Apr 5, 2024
Part 6
RAG in Production [P6]: LLM Inference Deployment - Scalability with vLLM & Kubernetes
Apr 8, 2024
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RAG in Production — The Journey of Building a Real-world AI System — Truong Pham
