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We Shipped Our A2A Agents to Azure. Here’s Exactly What Broke First.

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A2A Protocol, Part 3: ACA for Speed, AKS for Scale, and the Production Mistakes We Made So You Don’t Have To Parts 1 and 2 covered why we built with A2A and how we built it. This is the part where we...

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Build a GenAI-Powered Question & Answer Generator with LangChain, Groq, and FAISS

 Towards AI

Turn any PDF into an intelligent exam preparation assistant using Retrieval-Augmented Generation (RAG) Introduction What if you could upload a textbook, research paper, or lecture note and instantly ...

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Multimodal RAG: Architecture, Tradeoffs, and What Actually Works in Production

 Towards AI

This article assumes you already know what RAG is, why naive RAG breaks at scale, and what chunking, embedding, and retrieval mean. We skip the basics. The Problem with Text-Only RAG at Scale Standar...

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