Neo4j Knowledge Graph Memory AI Integration
Turn Neo4j Knowledge Graph Memory into an execution layer for Pickaxe so your AI can automate cross-tool workflows. Reduce manual ops while preserving control.
Capabilities
4 capabilities
memory_store
Create memories with observations and relationships. **Pattern**: Search→Create→Connect. **Observations**: Self-contained context units (what/when/where/why/impact). **LocalIds**: Cross-references within THIS request only. **Limits**: 50 memories, 200 relations. **Quality**: Each observation = complete detective notes answering setting/action/actors/evidence/impact/significance.
memory_find
Unified search/retrieval. **Query**: text, IDs array, or "*". **Context**: minimal (lists), full (everything), relations-only (graph). **Temporal**: createdAfter "7d"/"2024-01-15". **Graph**: traverseFrom + relations + depth. **Always search before creating**. Updates access timestamps for analytics.
memory_modify
Update/delete memories, manage observations/relations. **Operations**: update (properties), delete (cascade), add-observations (append insights), create-relations (link existing). **Atomic**: All succeed or all fail. **Quality**: One substantial observation per session - complete context stories, not fragments.
database_switch
Switch active database context (creates if missing). ALL subsequent operations use this DB. Call once per session/project. Like 'cd' for memories. **Session-scoped**: Establishes context for entire workflow, not per-operation.
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Data Query Assistant
Build natural language interfaces that let users query databases using plain English questions.
Automated Data Sync
Create workflows that automatically sync data between databases and keep information up-to-date.
Data Analysis Dashboard
Transform raw database records into visual insights and actionable analytics reports.
Data Migration Tool
Automate data migration between systems with validation and error handling built-in.
Database Backup Manager
Schedule and manage automated database backups with notifications and recovery options.
Record Cleanup Automation
Identify and clean duplicate records, outdated entries, and invalid data automatically.
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