Graphiti vs Instructor — Features, Pricing & Reviews Compared

Graphiti

framework

Instructor

framework

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.

Instructor

I don't see any actual user reviews provided in your request - only a single social media mention from dev.to about someone who used "Instructor" to teach AI/LLM development to engineers. Based on this limited information, I can only note that the tool appears to be used in professional training contexts for AI/machine learning education, with at least one case of successfully scaling to nearly 500 engineers. However, without actual user reviews, pricing information, or detailed feedback, I cannot provide a meaningful summary of user sentiment, strengths, complaints, or overall reputation. Could you provide the actual user reviews and additional social mentions for a proper analysis?

Key Metrics

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Avg Rating

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Mentions (30d)

24,254

GitHub Stars

12,634

2,403

GitHub Forks

988

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npm Downloads/wk

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PyPI Downloads/mo

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Community Sentiment

How developers feel about each tool based on mentions and reviews

Graphiti

0% positive100% neutral0% negative

Instructor

0% positive100% neutral0% negative

Pricing

Graphiti

per-seat + tiered

Instructor

subscription + tiered

Use Cases

When to use each tool

Graphiti (1)

Quick Start

Instructor (6)

open source models with OllamaStructured OutputsAutomatic RetriesData ValidationStreaming SupportMulti-Provider

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)

Developer Ecosystem

GitHub Repos

417

GitHub Followers

1,872

npm Packages

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HuggingFace Models

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SO Reputation

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Product Screenshots

Graphiti

Instructor

No screenshots

Company Intel

information technology & services

Industry

professional training & coaching

6,000

Employees

$7.9B

Funding

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Other

Stage

—

Supported Languages & Categories

Graphiti

AI/MLFinTechDevOpsSecurityAnalytics

Instructor

AI/MLAnalyticsDeveloper Tools

View Graphiti Profile View Instructor Profile

Graphiti

Instructor

Graphiti vs Instructor — Comparison

Graphiti

Instructor

Graphiti vs Instructor — Comparison