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Thoughts on AI & Engineering

Deep dives into LangChain, RAG, fullstack patterns, and the systems I build. No fluff — just what actually works in production.

LangChainRAGPython

Building a PDF Q&A Agent with LangChain and FAISS

A step-by-step guide to building a local RAG pipeline that lets you chat with any PDF document using LangChain, FAISS, and Groq's Llama 3.1 — no cloud storage required.

June 15, 2026·8 min read
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