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2 articles found

10 Million Documents Broke My RAG Pipeline: The Hard Truth About Scaling Vector Search
pgvector
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10 Million Documents Broke My RAG Pipeline: The Hard Truth About Scaling Vector Search

A system design deep-dive into building a RAG pipeline that handles 10 million documents without falling over. We cover architecture, indexing, retrieval, and the trade-offs nobody talks about in tutorials.

#pgvector#Scalability#system design...
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Vector RAG Is Flying Blind in Your Codebase
AI-assisted development

Vector RAG Is Flying Blind in Your Codebase

Vector-only retrieval fails to capture the architectural dependencies that define real software systems. Here’s why graph-based modeling with typed relationships is becoming a non-negotiable for AI-assisted development.

#AI-assisted development#codebase context#graph databases...
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