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Agent memory with neo4j-agent-memory v1.0.0

Use this resource to add graph-based memory to an AI agent with neo4j-agent-memory

New

  • 305 downloads
  • 186 likes
  • 129 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agent-memory-graph-package

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent uses this reference for the neo4j-agent-memory Python package: its three memory layers, the POLE+O model, the MemoryClient API, the MCP server and the framework integrations. It also covers the hosted service and its API key. Check the current version on PyPI before writing code.

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Updated November 2, 2026

Card for the “Agent memory with neo4j-agent-memory” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: overview, POLE+O model and Python API
  • README.md: package installation and options

Good fit for

  • Your agent must remember past exchanges
  • You compare graph memory with a vector database

Not for

    Tags

    • agent memory
    • graph
    • langchain
    • pole+o
    • neo4j

    About

    You say

    “Add long-term memory to my LangChain agent with neo4j-agent-memory.”

    Card for the “Agent memory with neo4j-agent-memory” skill

    Skill published by neo4j-contrib under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to add graph-based memory to an AI agent with neo4j-agent-memory
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • README.md1.6 KB
    • SKILL.md23.1 KB

    Origin and licence

    Listed unmodified

    Author
    neo4j-contrib
    Source
    github.com/neo4j-contrib/neo4j-skills/tree/39247b9c4ab20062aefd1cfe83c040167ef9ee83/neo4j-agent-memory-skill
    Licence
    MIT

    Notice

    « neo4j-agent-memory-skill » (neo4j-contrib, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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