Episodic memory is what lets an agent remember what happened in past sessions. This part builds a complete production episodic memory system using PostgreSQL with pgvector, implementing hybrid time-based and semantic retrieval in Node.js so your agent never starts from zero again.
Tag: pgvector
Vector Databases: From Hype to Production Reality – Part 4: Building RAG Applications on Azure
Theory becomes reality in this part. We move from understanding vector databases and comparing options to actually building a production-ready Retrieval Augmented Generation application on
Vector Databases: From Hype to Production Reality – Part 3: The Vector Database Landscape
With the technical foundations established in Parts 1 and 2, we now face the practical question every development team encounters: which vector database should we
Database Integration: MCP for Azure PostgreSQL and pgvector
Throughout this series, we have explored Model Context Protocol fundamentals, Azure MCP Server capabilities, custom server development, and multi-agent orchestration. Now we focus on one
