GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026
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Decision brief
Graphiti is a Python-based toolkit for building real-time knowledge graphs utilized by AI agents, supporting Neo4j, FalkorDB, Amazon Neptune, and Kuzu as database options along with OpenAI, Anthropic, Groq, and Gemini LМ
Good fit when
- If you require seamless integration with LLM services that support structured output like OpenAI, Anthropic, or Google Gemini.
- When working on a project that necessitates real-time knowledge graphs for AI agents using Python-based frameworks.
Avoid when
- Consider alternative tools if your project primarily uses non-compliant LLM providers without structured output support.
- If you prefer not to use Python or do not need the capability to build real-time knowledge graphs for AI applications.
Observed Jul 11, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Very active (0d since push)
- As of Aug 18, 2026
- Provenance
- Not a fork · Organization account
- As of Aug 18, 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 graphitiHow it fits your stack(13)
Typed graph edges - alternatives, integrations, successors, and dependencies. Ranked by relationship type, not raw GitHub stars.
Alternative
Integrates
Related
Relationship graph
Optional deeper exploration of typed edges and category neighbours.
Similar tools
Same-category neighbours not already linked as typed edges.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Graphiti is a Python-based toolkit designed for building real-time knowledge graphs utilized by AI agents.
Capability facts
- Deploy
- Self-host
Source: dockerfile:Dockerfile · Aug 18, 2026
- Docker
- Dockerfile present
Source: dockerfile:Dockerfile · Aug 18, 2026
- Languages
- python
Source: github.language+pyproject.toml · Aug 18, 2026
Categories
Graph entities
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Aug 18, 2026)
- OpenAI API key (Graphiti defaults to OpenAI for LLM inference and embedding)Source link
Source: README excerpt (regex_v1, Aug 18, 2026)
- Python 3.10 or higherSource link
Tags
README
Installation Requirements: Python 3.10 or higher Neo4j 5.26 / FalkorDB 1.1.2 / Amazon Neptune Database Cluster or Neptune Analytics Graph + Amazon OpenSearch Serverless collection (serves as the full text search backend) / Kuzu 0.11.2 ( deprecated , see below) OpenAI API key (Gra...
For agents
This page has a .md twin and JSON over the API.