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rag
27 postsThe Comprehensive Guide to Agentic AI: An End-to-End Practitioner Resource
A new arXiv book covers the agentic AI stack under one roof, from LLM fundamentals to multi-agent architectures. A practical reference for engineers.
Your RAG Eval Is Checking the Receipt, Not the Patient
Explore the risks of entity attribution failures in clinical RAG systems and how to improve evaluations.
Building a RAG Pipeline with Azure AI Search in 2026
Azure AI Search offers new approaches for RAG pipelines in 2026. Achieve more effective results with hybrid search and the Semantic Ranker.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comA Fake Python Memory Leak: ru_maxrss vs VmRSS Confusion
A RAG pipeline seemed to leak memory as RSS kept climbing, but the real bug was measuring ru_maxrss (a peak value) instead of live VmRSS. Fix, baseline check, and batching included.
HubSpot's AI Infrastructure Behind 20 Billion Vectors
HubSpot manages 20+ billion vectors with its Qdrant-based VaaS platform, evolving from Helm to a Kubernetes Operator architecture for scale and reliability.
Production RAG at Scale: Lessons from Processing 10,000+ Listings Daily
Insights on RAG pipeline stability, chunking strategies, and cost control from processing job listings.
What’s the Difference Between RAG and Agent Memory?
Explore the key differences between RAG and agent memory: document management and interaction-based learning processes.