#python

• November 20, 2025 15.8K readers

  Why Your RAG System Sucks (And How to Fix It)

  The 7 most common RAG failures I've seen in production — bad chunking, missing re-ranking, no evaluation, and the fixes that actually work.

  #rag#ai#architecture#python
• January 15, 2025 4.2K readers

  Building Scalable AI Applications with RAG and LangChain

  A practical guide to building production-ready RAG applications using LangChain, covering architecture patterns, chunking strategies, and scaling considerations.

  #ai#rag#langchain#python
• December 15, 2023 5.1K readers

  AI Agent Development with CrewAI and AutoGen

  A practical comparison of multi-agent frameworks — when to use CrewAI, AutoGen, or LangGraph for building AI agent systems.

  #ai#agents#python#langchain