PayloopPayloop
CommunityVoicesToolsDiscoverLeaderboardReportsBlog
Save Up to 65% on AI
Powered by Payloop — LLM Cost Intelligence
Tools/Smolagents vs Graphiti
Smolagents

Smolagents

framework
vs
Graphiti

Graphiti

framework

Smolagents vs Graphiti — Comparison

Overview
What each tool does and who it's for

Smolagents

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

and get access to the augmented documentation experience Key features of smolagents include: ✨ Simplicity: The logic for agents fits in ~thousand lines of code. We kept abstractions to their minimal shape above raw code! 🤗 Hub integrations: Seamlessly share and load agents and tools to/from the Hub as Gradio Spaces. 💻 CLI Tools: Comes with command-line utilities (smolagent, webagent) for quickly running agents without writing boilerplate code. Get started with smolagents in just a few minutes! This guide will show you how to create and run your first agent. Here’s a minimal example to create and run an agent: That’s it! Your agent will use Python code to solve the task and return the result. Let’s make our agent more capable by adding some tools: You can use various models with your agent: Learn the basics and become familiar with using Agents. Start here if you are using Agents for the first time! Practical guides to help you achieve a specific goal: create an agent to generate and test SQL queries! High-level explanations for building a better understanding of important topics. Horizontal tutorials that cover important aspects of building agents.

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
26,358
GitHub Stars
24,254
2,414
GitHub Forks
2,403
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Smolagents

0% positive100% neutral0% negative

Graphiti

0% positive100% neutral0% negative
Pricing

Smolagents

tiered

Graphiti

per-seat + tiered
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)
Developer Ecosystem
402
GitHub Repos
11
61,117
GitHub Followers
417
20
npm Packages
13
40
HuggingFace Models
—
—
SO Reputation
—
Product Screenshots

Smolagents

Smolagents screenshot 1

Graphiti

Graphiti screenshot 1Graphiti screenshot 2Graphiti screenshot 3
Company Intel
information technology & services
Industry
information technology & services
690
Employees
6,000
$395.7M
Funding
$7.9B
Series D
Stage
Other
Supported Languages & Categories

Smolagents

AI/MLDeveloper Tools

Graphiti

AI/MLFinTechDevOpsSecurityAnalytics
View Smolagents Profile View Graphiti Profile