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Tools/ChatDev vs Graphiti
ChatDev

ChatDev

framework
vs
Graphiti

Graphiti

framework

ChatDev vs Graphiti — Comparison

Overview
What each tool does and who it's for

ChatDev

ChatDev is a virtual software company of intelligent agents united to revolutionize programming through collaboration. Its goal is providing an easily

Github: https://github.com/OpenBMB/ChatDev preprint paper: https://arxiv.org/abs/2307.07924 ChatDev stands as a virtual software company that operates through various intelligent agents holding different roles, including Chief Executive Officer, Chief Technology Officer, Programmer, Tester, and more. These agents form a multi-agent organizational structure and are united by a mission to "revolutionize the digital world through programming." The agents within ChatDev collaborate by participating in specialized functional seminars, including tasks such as designing, coding, testing, and documenting. The primary objective of ChatDev is to offer an easy-to-use, highly customizable and extendable framework, which is based on large language models (LLMs) and serves as an ideal scenario for studying collective intelligence. Begin by cloning the repository using the command: Ensure you have a version 3.9 or higher Python environment. You can create and activate this environment using the following commands, replacing ChatDev_conda_env with your preferred environment name: Move into the ChatDev directory and install the necessary dependencies by running: Export your OpenAI API key as an environment variable. Replace "your_OpenAI_API_key" with your actual API key. Remember that this environment variable is session-specific, so you need to set it again if you open a new terminal session. This is not the official website of ChatDev.

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
—
0
Mentions (30d)
33
32,290
GitHub Stars
24,254
3,984
GitHub Forks
2,403
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

ChatDev

0% positive100% neutral0% negative

Graphiti

0% positive100% neutral0% negative
Pricing

ChatDev

tiered

Graphiti

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

Graphiti (1)

Quick Start
Features

Only in ChatDev (6)

1. Clone the GitHub Repository:2. Set Up Python Environment:3. Install Dependencies:4. Set OpenAI API Key:5. Build Your Software:6. Run Your Software:

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
70
GitHub Repos
11
5,959
GitHub Followers
417
3
npm Packages
13
38
HuggingFace Models
—
—
SO Reputation
—
Product Screenshots

ChatDev

No screenshots

Graphiti

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

ChatDev

ChatDev.aiai agentai programmingAI/MLDeveloper Tools

Graphiti

AI/MLFinTechDevOpsSecurityAnalytics
View ChatDev Profile View Graphiti Profile