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Tools/LangChain vs Graphiti
LangChain

LangChain

framework
vs
Graphiti

Graphiti

framework

LangChain vs Graphiti — Comparison

Overview
What each tool does and who it's for

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.

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

LangChain

0% positive100% neutral0% negative

Graphiti

0% positive100% neutral0% negative
Pricing

LangChain

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

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

Graphiti

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

Graphiti (1)

Quick Start
Features

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

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
232
GitHub Repos
11
17,647
GitHub Followers
417
20
npm Packages
13
25
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

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)

Graphiti

No data yet

Product Screenshots

LangChain

LangChain screenshot 1LangChain screenshot 2

Graphiti

Graphiti screenshot 1Graphiti screenshot 2Graphiti screenshot 3
Company Intel
information technology & services
Industry
information technology & services
98
Employees
6,000
$260.0M
Funding
$7.9B
Series B
Stage
Other
Supported Languages & Categories

LangChain

AI/MLDevOpsSecurityAnalyticsDeveloper Tools

Graphiti

AI/MLFinTechDevOpsSecurityAnalytics
View LangChain Profile View Graphiti Profile