Memory Consolidation

Memonic runs a durable 5-step consolidation workflow (Cloudflare Workflows) that compresses episodic memories into semantic ones — like sleeping to consolidate short-term into long-term memory.

Trigger consolidation

curl -X POST https://memonic.dev/api/memory/consolidate \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"agentId": "agent-001"}'

Response: {"workflowId": "wf_abc123"}

Poll status

curl https://memonic.dev/api/memory/consolidate/wf_abc123 \
  -H "Authorization: Bearer YOUR_API_KEY"

Returns: {"status": "running" | "completed" | "failed", "step": 3, "totalSteps": 5}

What the workflow does

1. Fetch recent episodic memories for the agent
2. Cluster semantically similar memories
3. Summarize each cluster using llama-3.1-8b-instruct
4. Store summaries as semantic memories
5. Archive the source episodic memories