collab-memory 0.6.1

Semantic memory sidecar for persistent multi-agent collaboration context

collab-memory

Semantic memory sidecar for multi-agent and human+AI collaboration.

collab-memory helps agents keep durable project context across sessions by storing decisions, constraints, preferences, artifacts, and session summaries in a scoped graph.

Install

pip install collab-memory

What it provides

• Session bootstrap context via GET /memory/context and GET /memory/context/prompt
• Trusted writes and pipeline ingestion via POST /memory/record and POST /memory/ingest
• Graph export for visual clients via GET /graph/export
• Training-data export for adapter tuning via GET /projects/{project_id}/export-training-data
• MCP server entrypoint (collab-memory-mcp) for IDE agent workflows

Quick start

collab-memory-start

Then open:

• API docs: http://localhost:8000/docs
• Dashboard: http://localhost:8000/

License

This distribution is under the OHACO Labs Proprietary License - Lockdown (see LICENSE).

Historical copies that were previously released under MIT remain governed by the terms attached to those specific historical artifacts (see NOTICE).

Links

• Repository: https://github.com/OHACO-LABS/collab-memory
• Issues: https://github.com/OHACO-LABS/collab-memory/issues
• Product: https://github.com/OHACO-LABS/collab-memory/blob/main/docs/PRODUCT.md