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Tools/Graphiti vs LangChain
Graphiti

Graphiti

framework
vs
LangChain

LangChain

framework

Graphiti vs LangChain — Comparison

Overview
What each tool does and who it's for

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.

LangChain

LangChain provides the engineering platform and open source frameworks developers use to build, test, and deploy reliable AI agents.

Based on these social mentions, LangChain appears to be a widely-adopted framework for building AI agents, with users actively developing autonomous systems and production applications using it. However, the main concerns center around **production challenges** - users are struggling with monitoring, observability, and safety controls for AI agents, with several people building alternative tools to address LangChain's limitations in these areas. The mentions reveal a **disconnect between development ease and production readiness**, as developers find existing solutions like LangSmith either too expensive, cloud-only, or insufficient for proper debugging of multi-agent systems. Overall, LangChain has strong adoption for AI agent development, but the community is actively seeking better tooling for production deployment and monitoring.

Key Metrics
—
Avg Rating
—
33
Mentions (30d)
2
24,254
GitHub Stars
131,755
2,403
GitHub Forks
21,716
—
npm Downloads/wk
2,052,538
—
PyPI Downloads/mo
224,916,621
Community Sentiment
How developers feel about each tool based on mentions and reviews

Graphiti

0% positive100% neutral0% negative

LangChain

0% positive100% neutral0% negative
Pricing

Graphiti

per-seat + tiered

LangChain

usage-based + subscription + contract + per-seat + tieredFree tier

Pricing found: $0 / seat, $39 / seat, $39, $0.005 / deployment, $0.0007 / min

Use Cases
When to use each tool

Graphiti (1)

Quick Start
Features

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)

Only in LangChain (6)

LangSmith Agent Engineering PlatformUnderstand exactly what your agent is doingUse real-world usage for iterative improvementShip and scale agents in productionAgents for the whole companyBuild with our open source frameworks
Developer Ecosystem
11
GitHub Repos
232
417
GitHub Followers
17,647
13
npm Packages
20
—
HuggingFace Models
25
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Graphiti

No data yet

LangChain

cost tracking (2)API costs (1)token usage (1)large language model (1)llm (1)ai agent (1)openai (1)gpt (1)token cost (1)openai bill (1)
Product Screenshots

Graphiti

Graphiti screenshot 1Graphiti screenshot 2Graphiti screenshot 3

LangChain

LangChain screenshot 1LangChain screenshot 2
Company Intel
information technology & services
Industry
information technology & services
6,000
Employees
98
$7.9B
Funding
$260.0M
Other
Stage
Series B
Supported Languages & Categories

Graphiti

AI/MLFinTechDevOpsSecurityAnalytics

LangChain

AI/MLDevOpsSecurityAnalyticsDeveloper Tools
View Graphiti Profile View LangChain Profile