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Tools/Cognee vs Graphiti
Cognee

Cognee

framework
vs
Graphiti

Graphiti

framework

Cognee vs Graphiti — Comparison

Overview
What each tool does and who it's for

Cognee

Cognee is an open source AI memory engine. Try it today to find hidden connections in your data and improve your AI infrastructure.

Based on the limited social mentions provided, there appears to be some development activity around Cognee on GitHub related to AI agent implementation, though specific user feedback is not available in these mentions. Multiple YouTube references to "Cognee AI" suggest there may be video content or tutorials about the tool, indicating some level of community interest or educational content. However, without actual user reviews or detailed social media discussions, it's not possible to determine user sentiment about Cognee's strengths, weaknesses, pricing, or overall reputation. More comprehensive user feedback would be needed to provide a meaningful summary of user opinions about this tool.

Graphiti

Build Real-Time Knowledge Graphs for AI Agents. Contribute to getzep/graphiti development by creating an account on GitHub.

Based on the provided content, there are no reviews or social mentions specifically about "Graphiti." All the social media mentions are about GitHub Copilot, Figma, npm registry tools, and other development-related topics, but none reference a tool called "Graphiti." Without actual user feedback about Graphiti, I cannot provide a meaningful summary of user sentiment, strengths, complaints, or pricing opinions for this specific tool.

Key Metrics
—
Avg Rating
—
1
Mentions (30d)
33
14,662
GitHub Stars
24,254
1,465
GitHub Forks
2,403
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Cognee

0% positive100% neutral0% negative

Graphiti

0% positive100% neutral0% negative
Pricing

Cognee

subscription + per-seat + tiered

Pricing found: $35 /per, $35, $100, $750, $200 /per

Graphiti

per-seat + tiered
Use Cases
When to use each tool

Graphiti (1)

Quick Start
Features

Only in Cognee (2)

Learns from feedback, and auto-tunes itself to deliver better answers over time.Self-Improvement

Only in Graphiti (10)

Build context graphs that evolve with every interaction — tracking what's true now and what was true before.Give agents rich, structured context instead of flat document chunks or raw chat history.Query across time, meaning, and relationships with hybrid retrieval (semantic + keyword + graph traversal).Python 3.10 or higherNeo4j 5.26 / FalkorDB 1.1.2 / Kuzu 0.11.2 / Amazon Neptune Database Cluster or Neptune Analytics Graph + Amazon OpenSearch Serverless collection (serves as the full text search backend)OpenAI API key (Graphiti defaults to OpenAI for LLM inference and embedding)Google Gemini, Anthropic, or Groq API key (for alternative LLM providers)Connecting to a Neo4j, Amazon Neptune, FalkorDB, or Kuzu databaseInitializing Graphiti indices and constraintsAdding episodes to the graph (both text and structured JSON)
Developer Ecosystem
22
GitHub Repos
11
226
GitHub Followers
417
2
npm Packages
13
—
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Cognee

API costs (1)

Graphiti

No data yet

Product Screenshots

Cognee

Cognee screenshot 1Cognee screenshot 2Cognee screenshot 3

Graphiti

Graphiti screenshot 1Graphiti screenshot 2Graphiti screenshot 3
Company Intel
information technology & services
Industry
information technology & services
19
Employees
6,000
$9.2M
Funding
$7.9B
Series A
Stage
Other
Supported Languages & Categories

Cognee

AI/MLDevOpsDeveloper Tools

Graphiti

AI/MLFinTechDevOpsSecurityAnalytics
View Cognee Profile View Graphiti Profile