KBDB vs AI Memory

PostgreSQL-backed RAG server that provides semantic search across document embeddings using pgvector, supporting multiple search modalities including question-answer pairs, similarity matching, style clustering, and code search with optimized distance metrics for knowledge base applications and cont

Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across sessions using PostgreSQL with pgvector for vector similarity search, featuring intelligent caching, multi-user support, memory relationships, automatic clustering, and background job p

Web Apps

MCP Servers

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Python

TypeScript

Apache-2.0

MIT

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55

6

6