#RAG

Retrieval-Augmented Generation — combining LLMs with external knowledge bases.

3 Articles

Articles

Compare pgvector, Pinecone, Weaviate, Qdrant, Milvus, and Chroma on performance, cost, and operational fit with real code and benchmarks.

Build RAG systems that work in production: chunking strategies, embedding selection, pgvector ops, and retrieval quality evaluation.

Spring AI 1.1 deep-dive: production RAG pipeline with PII scrubbing, circuit breakers, Micrometer observability, and answer evaluation.