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Tools/Guidance vs Graphiti
Guidance

Guidance

framework
vs
Graphiti

Graphiti

framework

Guidance vs Graphiti — Comparison

Overview
What each tool does and who it's for

Guidance

A guidance language for controlling large language models. - guidance-ai/guidance

I cannot provide a meaningful summary about user opinions on "Guidance" based on the provided social mentions. The mentions appear to be from various unrelated topics (political investigations, immigration surveillance, AI benchmarking, and code updates) and don't contain any reviews or discussions specifically about a software tool called "Guidance." To provide an accurate summary of user sentiment about Guidance, I would need social mentions and reviews that actually discuss the software tool itself, including user experiences, features, pricing, and overall satisfaction.

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
21,364
GitHub Stars
24,254
1,157
GitHub Forks
2,403
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Guidance

0% positive100% neutral0% negative

Graphiti

0% positive100% neutral0% negative
Pricing

Guidance

tiered

Graphiti

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

Graphiti (1)

Quick Start
Features

Only in Guidance (10)

Set the temperature of the generationCapture the generated page from the Model objectA Pythonic interface for language modelsGuarantee output syntax with constrained generationDebug grammars offline (no model API calls)Create your own Guidance functionsGenerating JSONResourcesLicenseContributing

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
11
GitHub Repos
11
236
GitHub Followers
417
20
npm Packages
13
14
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Guidance

token cost (2)

Graphiti

No data yet

Product Screenshots

Guidance

Guidance screenshot 1

Graphiti

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

Guidance

AI/MLFinTechDevOpsSecurityDeveloper Tools

Graphiti

AI/MLFinTechDevOpsSecurityAnalytics
View Guidance Profile View Graphiti Profile