Vector Databases

2 articles

AI Engineering • Jul 21, 2026

Build a RAG Chatbot in Next.js: Retrieval, Streaming & Citations (2026)

Build a RAG chatbot in Next.js with the AI SDK: embed the query, search pgvector, stream a grounded answer with citations, and stop hallucinations.

12 min read

AI Engineering • Jun 8, 2026

Build a RAG Pipeline From Scratch (Production Patterns That Actually Matter)

Build a RAG pipeline from scratch: chunking, embeddings, retrieval, reranking, grounded generation, and the production patterns that decide whether it works.

5 min read