Agent Zero - A personal, organic agentic framework that grows and learns with you

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Agent Zero

Documentation:

Introduction • Installation • Development • Extensibility • Connectivity • How to update • Documentation • Usage

Or see DeepWiki generated documentation:

PROJECTS!

Agent Zero now supports Projects – isolated workspaces with their own prompts, files, memory, and secrets, so you can create dedicated setups for each use case without mixing contexts.

A personal, organic agentic framework that grows and learns with you

• Agent Zero is not a predefined agentic framework. It is designed to be dynamic, organically growing, and learning as you use it.
• Agent Zero is fully transparent, readable, comprehensible, customizable, and interactive.
• Agent Zero uses the computer as a tool to accomplish its (your) tasks.

Key Features

1. General-purpose Assistant

• Agent Zero is not pre-programmed for specific tasks (but can be). It is meant to be a general-purpose personal assistant. Give it a task, and it will gather information, execute commands and code, cooperate with other agent instances, and do its best to accomplish it.
• It has a persistent memory, allowing it to memorize previous solutions, code, facts, instructions, etc., to solve tasks faster and more reliably in the future.

2. Computer as a Tool

• Agent Zero uses the operating system as a tool to accomplish its tasks. It has no single-purpose tools pre-programmed. Instead, it can write its own code and use the terminal to create and use its own tools as needed.
• The only default tools in its arsenal are online search, memory features, communication (with the user and other agents), and code/terminal execution. Everything else is created by the agent itself or can be extended by the user.
• Tool usage functionality has been developed from scratch to be the most compatible and reliable, even with very small models.
• Default Tools: Agent Zero includes tools like knowledge, code execution, and communication.
• Creating Custom Tools: Extend Agent Zero's functionality by creating your own custom tools.
• Instruments: Instruments are a new type of tool that allow you to create custom functions and procedures that can be called by Agent Zero.

3. Multi-agent Cooperation

• Every agent has a superior agent giving it tasks and instructions. Every agent then reports back to its superior.
• In the case of the first agent in the chain (Agent 0), the superior is the human user; the agent sees no difference.
• Every agent can create its subordinate agent to help break down and solve subtasks. This helps all agents keep their context clean and focused.

4. Completely Customizable and Extensible

• Almost nothing in this framework is hard-coded. Nothing is hidden. Everything can be extended or changed by the user.
• The whole behavior is defined by a system prompt in the prompts/default/agent.system.md file. Change this prompt and change the framework dramatically.
• The framework does not guide or limit the agent in any way. There are no hard-coded rails that agents have to follow.
• Every prompt, every small message template sent to the agent in its communication loop can be found in the prompts/ folder and changed.
• Every default tool can be found in the python/tools/ folder and changed or copied to create new predefined tools.

5. Communication is Key

• Give your agent a proper system prompt and instructions, and it can do miracles.
• Agents can communicate with their superiors and subordinates, asking questions, giving instructions, and providing guidance. Instruct your agents in the system prompt on how to communicate effectively.
• The terminal interface is real-time streamed and interactive. You can stop and intervene at any point. If you see your agent heading in the wrong direction, just stop and tell it right away.
• There is a lot of freedom in this framework. You can instruct your agents to regularly report back to superiors asking for permission to continue. You can instruct them to use point-scoring systems when deciding when to delegate subtasks. Superiors can double-check subordinates' results and dispute. The possibilities are endless.

Things you can build with Agent Zero

• Development Projects - "Create a React dashboard with real-time data visualization"

• Data Analysis - "Analyze last quarter's NVIDIA sales data and create trend reports"

• Content Creation - "Write a technical blog post about microservices"

• System Admin - "Set up a monitoring system for our web servers"

• Research - "Gather and summarize five recent AI papers about CoT prompting"

️ Installation

Click to open a video to learn how to install Agent Zero:

A detailed setup guide for Windows, macOS, and Linux with a video can be found in the Agent Zero Documentation at this page.

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Use cases video: