automem
Graph-vector memory service for durable, relational AI assistant memory
GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026
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Decision brief
AutoMem leverages both graph and vector database technologies to provide AI assistants with durable relational memory.
Good fit when
- Use AutoMem when you need an AI assistant capable of maintaining rich, relational memories over time.
- Ideal for applications where AI needs to recall not just information but also the relationships between pieces of data.
Avoid when
- Avoid using AutoMem if your application does not benefit from persistent memory or relational context, as it might add unnecessary overhead.
- If you require a simpler key-value storage system for less complex or non-relational data, AutoMem's graph and vector capabilities may be overkill.
- Pricing:
- freemium - Free for open-source use, with no explicit commercial licensing information provided.
Observed Jul 12, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Active (9d since push)
- As of Sep 20, 2026
- Provenance
- Not a fork · Organization account
- As of Sep 20, 2026
- Security (OSV)
- No lockfile
- As of Jul 11, 2026
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install automemHow it fits your stack(1)
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Relationship graph
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Similar tools
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Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
AutoMem is a tool in Python that enables AI assistants to have persistent and relationship-aware memory by utilizing graph and vector database technologies.
Capability facts
- Deploy
- Self-host
Source: dockerfile:Dockerfile · Sep 20, 2026
- Docker
- Dockerfile present
Source: dockerfile:Dockerfile · Sep 20, 2026
- Languages
- python
Source: github.language+pyproject.toml · Sep 20, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Sep 20, 2026)
- [Remote MCP](docs/MCP_SSE.md) — ChatGPT, Claude.ai, ElevenLabsSource link
Tags
README
Docker Compose (local) Service URL Purpose AutoMem API Memory REST API FalkorDB Graph database Qdrant Vector database FalkorDB Browser Local graph inspection UI → Full setup: INSTALLATION.md Docs, community, and license Setup Installation guide — Railway, Docker, development Qdra...
For agents
This page has a .md twin and JSON over the API.