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

Smolagents

framework
vs
Zep

Zep

framework

Smolagents vs Zep — 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.

Zep

Zep connects your data sources, builds a unified context graph of your users, and delivers assembled context to your agent. One pipeline. One API.

Based on the limited social mentions provided, there isn't enough substantive user feedback to properly assess Zep's reception. The mentions include several YouTube references to "Zep AI" without detailed content, and GitHub activity showing technical development work involving agent modules and commit migrations. Reddit discussions touch on AI memory management and context portability challenges that may relate to Zep's functionality, but don't explicitly evaluate the tool itself. To provide an accurate user sentiment summary, more detailed reviews and user experiences would be needed.

Key Metrics
—
Avg Rating
—
0
Mentions (30d)
5
26,358
GitHub Stars
4,316
2,414
GitHub Forks
597
—
npm Downloads/wk
—
—
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

Smolagents

0% positive100% neutral0% negative

Zep

0% positive100% neutral0% negative
Pricing

Smolagents

tiered

Zep

subscription + freemium + tieredFree tier

Pricing found: $25 /month, $25 / 20, $475 /month, $125 / 100

Features

Only in Zep (10)

Trusted by developers atIngestGraphAssembleEvery SourceBuilt for Real-TimeThree Lines of CodeChat MemoryStatic RAGTool Calls
Developer Ecosystem
402
GitHub Repos
11
61,117
GitHub Followers
417
20
npm Packages
13
40
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

Smolagents

No data yet

Zep

spending limit (1)
Product Screenshots

Smolagents

Smolagents screenshot 1

Zep

Zep screenshot 1Zep screenshot 2
Company Intel
information technology & services
Industry
information technology & services
690
Employees
5
$395.7M
Funding
$2.4M
Series D
Stage
Seed
Supported Languages & Categories

Smolagents

AI/MLDeveloper Tools

Zep

context engineeringagent memoryAI agentsGraph RAGcontext assembly
View Smolagents Profile View Zep Profile