biblibit

> Persistent Memory & Agent Orchestration — the shared brain for multi-agent AI systems.

Status: In development. Evolving from engram.

Biblibit is an open-source memory and orchestration backbone for AI agents. It gives multi-agent systems persistent memory, a knowledge graph, and real-time coordination — so agents remember, learn, and collaborate across sessions.

┌──────────────────────────────────────────────┐
│  GPU (FAISS)         ← Sub-ms vector search  │
│  Hot embeddings for active sessions          │
├──────────────────────────────────────────────┤
│  RAM (Redis)         ← Real-time coordination│
│  Working memory, pubsub, agent state         │
├──────────────────────────────────────────────┤
│  Postgres (pgvector) ← Persistent knowledge  │
│  Long-term memory, knowledge graph           │
└──────────────────────────────────────────────┘

• Persistent memory — Postgres + pgvector for durable storage across sessions
• Knowledge graph — typed relationships with semantic auto-connect
• Real-time coordination — Redis-backed working memory with pub/sub
• Agent orchestration — task lifecycle, agent registry, role-based scoping
• MCP native — speaks Model Context Protocol, works with any MCP-compatible client
• GPU-accelerated recall — optional FAISS hot index for sub-millisecond search

Biblibit is the next evolution of engram. Same Postgres + pgvector + knowledge graph foundation, with new orchestration and real-time coordination layers on top.

MIT