AcademySkillsDevelopment

Ratel

Teams building AI agents with many tools or skills who want the agent to see only what is relevant.

  • Recommendedour rating
  • 471gitHub stars
  • MITlicence
  • 2 days agolast update
git clone https://github.com/ratel-ai/ratel.git
README.md

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What it does

A context engineering layer for AI agents. It picks only the tools and skills relevant to each turn, using keyword and semantic retrieval that runs in process, so the agent carries fewer tool definitions. It does not need a vector database.

Use cases

  1. 01Give an agent with many tools only the ones it needs
  2. 02Search a library of skills by what the task asks
  3. 03Keep agent memory retrievable without a vector database

Questions about
Ratel.

What is Ratel used for?

Teams building AI agents with many tools or skills who want the agent to see only what is relevant. A context engineering layer for AI agents. It picks only the tools and skills relevant to each turn, using keyword and semantic retrieval that runs in process, so the agent carries fewer tool definitions. It does not need a vector database.

How do I install Ratel?

Run this in your terminal: git clone https://github.com/ratel-ai/ratel.git

Is Ratel open source?

Yes. The code is on GitHub (ratel-ai/ratel) under the MIT licence.

Is Ratel safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.