pgvector

6 articles
Building a Knowledge Base with Embeddings

Build an embedding-powered knowledge base with document ingestion, semantic search, question-answering, and admin tools ...

26 min read2/13/2026
pgvector with Node.js: Production Vector Search Without a Second Database
pgvector with Node.js: Production Vector Search Without a Second Database

Most pgvector tutorials use Python. This one ships a full Express.js API with HNSW indexing, connection pooling, and pro...

24 min read2/13/2026
Hybrid Search: Combining Full-Text and Vector Search

Build hybrid search combining PostgreSQL full-text and pgvector semantic search with Reciprocal Rank Fusion in Node.js....

24 min read2/13/2026
Similarity Search Optimization Techniques

Optimize similarity search with ANN indexes, parameter tuning, dimensionality reduction, and scaling strategies for pgve...

33 min read2/13/2026
Vector Database Selection Guide for Node.js Developers

Compare vector databases for Node.js including pgvector, Pinecone, Weaviate, and Qdrant with benchmarks and selection cr...

25 min read2/13/2026
Implementing RAG with PostgreSQL and OpenAI Embeddings

A production-grade RAG implementation using PostgreSQL with pgvector for vector storage, OpenAI embeddings for semantic ...

23 min read2/13/2026