Mohammed Tue·3d agoSix retrieval decisions behind a RAG agent that must not leakNovember 2026 · PostgreSQL 17 + pgvector 0.8, Python, FastAPI
Mihir Jha·Oct 31Orchestrating Retrieval Across Enterprise KnowledgeA production enterprise AI system eventually runs into a problem that a single retrieval pipeline cannot solve well:
Crazy Stupid Traveller·Oct 26The Hidden Cost of Azure AI Search’s Document Layout SkillConvenience is real; So are the trade-offs! Here’s what to consider before taking Azure AI Search’s Document Layout skill to production
Srinivas Bommena·Oct 23Engineering RAG at Two-Billion-Document Scale: What Octave Did DifferentlyHow a large-scale enterprise implementation is advancing the engineering of document ingestion, multimodal embeddings, and retrieval…
Nicola Sante Dipierro·Oct 19Building a Retrieval-Augmented Generation (RAG)Architecture for ClaudeWhy “Just Add a Vector Database” Is the Fastest Way to Build a Bad RAG System
Gavin McCoy·Oct 9How Can RAG Architecture Help Nonprofits with Grant Retrieval?Some of the most stressful work is done while trying to find funding through grants. Running around, filing documents, arguing with other…
Joe Njenga·Sep 29I Tried PageIndex (New) RAG Killer That Doesn’t Use Vectors ( YOU Need This!)RAG is about to change for good; pay attention if you’re building AI applications that depend on retrieval.A response icon2A response icon2
DevBehindYou·Sep 23How to Design a RAG Architecture + 9 Patterns for Production AI AppsKey Takeaway: A RAG Architecture feeds a language model relevant facts from your own data before it answers, so it stops guessing and…
Subham Jain·Sep 21Memory Architecture: Beyond the Chat History BufferThe first time I built a production-grade AI agent, I relied on the ‘industry standard’ approach: a simple sliding window of the last 10…
Shen-Chang Chao·Sep 11RAGenius Is Open Source and Looking for Founding ContributorsHelp shape a reference implementation for multi-application RAG, compiled instruction understanding, and governed AI agent execution.
