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Whitepaper37 min read

Semantic Search and Embedding Strategies — Whitepaper for CTOs and IT Decision-Makers

How to build production-grade semantic search with pgvector, knowledge graph, and RAG pipeline? Complete architecture guide: embedding model selection, vector storage, async pipeline, chunking, cosine similarity tuning, GraphRAG, hybrid search, re-ranking, RAGAS evaluation, embedding drift, and production monitoring — with real-world implementation experience.

Semantic SearchEmbeddingpgvectorRAG
March 6, 2026Read