memanto-cookbooks

name	memanto-cookbooks
description	End-to-end blueprints for building memory-powered applications on MEMANTO — persistent agent memory, session continuity, memory export and audit, automated daily digests, conflict resolution, and memory-grounded RAG. Use when designing or scaffolding a project that needs agent memory, not for one-off remember/recall calls.
license	MIT

MEMANTO Cookbooks — Memory-Powered Application Blueprints

Production-ready blueprints for building AI applications on MEMANTO. Each cookbook covers architecture, setup, and working code for one complete use case.

For day-to-day memory operations (remember, recall, answer), use the memanto skill instead. Reach for a cookbook when you are standing up a new memory-backed project or wiring memory into an existing one.

Prerequisites

A free Moorcheh account (console.moorcheh.ai) and the CLI:

pip install memanto
memanto                    # interactive setup, stores the API key
memanto agent create my-project

Then review:

• Project Setup
• Environment Requirements

Available Cookbooks

1. Persistent Agent Memory

End-to-end setup for an agent with long-term memory across sessions. Agent creation, session lifecycle, the session-start recall pattern, proactive storage, and MEMORY.md sync. Start here — the other cookbooks build on it.

2. Session Continuity

Resume exactly where you left off across restarts. Session token lifecycle and auto-renewal, MEMORY.md as the cold-start snapshot, commitment tracking, and context summarization.

3. Memory Export & Audit

Export, visualize, and audit everything an agent knows. Markdown and OKF bundle export, confidence filtering, tag-based audits, and reversible pruning via expiry policy.

4. Daily Summary Automation

Automated nightly digests. The scheduled job covers daily summary, conflict detection, and the expiry sweep in one pass.

5. Memory-Powered RAG

Question answering grounded in agent memory. The memanto answer pipeline, context window management, and citation tracking.

6. Conflict Resolution

Detect and resolve contradictory memories before they poison retrieval. LLM-based detection, interactive resolution, and correction provenance.

7. Migrating from Another Provider

Move existing memory into MEMANTO from Mem0, Letta, Supermemory, Langfuse, or an OKF bundle, and verify the import.