Cerebellum

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Cerebellum is an AI Agents & Automation tool that uses AI-driven planning to navigate web pages and perform user-defined goals. It acts as a lightweight browser agent, executing keyboard and mouse actions to simplify web browsing.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is cerebellum?

Cerebellum is a browser automation system that leverages AI-driven planning to navigate web pages and achieve user-defined goals. It functions as a lightweight browser agent, performing actions such as keyboard inputs and mouse clicks. The tool simplifies web browsing by conceptualizing it as navigating a directed graph, where each webpage is a node with visible elements. Cerebellum uses a Large Language Model (LLM) to analyze page content and interactive elements, deciding the next action based on the current state and past actions. The process continues until the LLM determines the goal is reached or unachievable. Currently, it supports Claude 3.5 Sonnet as its LLM, is compatible with any Selenium-supported browser, and can fill forms using user-provided JSON data.

Best used for

Ideal for developers and product managers who need to automate repetitive web tasks, extract data from websites, and simulate user interactions. Especially valuable for creating training datasets for AI models and integrating AI-driven browsing into applications.

Common actions

automate web tasks

extract web data

simulate user actions

train AI agents

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Capabilities

Key features

AI-driven web navigation
Keyboard and mouse actions
Selenium browser compatibility
Form filling with JSON
Dynamic browsing adjustments
LLM-based action planning

Target Audience

developerproduct manager

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

Which Large Language Models (LLMs) does Cerebellum support?

Currently, Cerebellum exclusively supports Claude 3.5 Sonnet as its underlying Large Language Model for AI-driven planning and decision-making during web navigation. Future updates may include support for additional LLMs.

Can Cerebellum be used with any web browser?

Yes, Cerebellum is designed to be compatible with any web browser that is supported by Selenium. This broad compatibility allows for flexible deployment across various browser environments.

What are the known limitations or issues with Cerebellum?

Known issues include Claude 3.5 safety refusals, particularly its inability to solve CAPTCHAs or navigate pages containing political content. Users should be aware of these limitations when planning automation tasks.

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Subcategories trending in AI Agents & Automation

AI Frameworks & Infra Chatbots & Conversational AI General-Purpose Agents Workflow Agents Personal Assistants RAG & Document AI

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Also listed in

This tool also appears in

Productivity & Business › Workflow Automation

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