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View original post on X: SantiagoX· 34/100AI score34/100

Open-source engine gives AI agents indexed knowledge without retraining

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Santiago (@svpino) describes an open-source engine that plugs into agents and improves them without retraining by giving them an indexed library of source code, engineering guidelines, documentation, and security information.

For a vulnerability check, the user picks a relevant collection, the engine downloads its sources and builds a local index, and the agent searches it and uses the results when reviewing code.

The post says the tool is free and links to a project that is still TBD.

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SantiagoVerified on X
@svpino

This is like sending your agent to college.

This is an open-source engine that you plug into your agents and improves them without retraining. This gives them access to a huge indexed content library + search capabilities:

  • Source code
  • Engineering guidelines
  • Documentation
  • Security information

Let's say you want to check your application for vulnerabilities:

  1. You choose a security collection that's relevant to the task
  2. It downloads its sources and builds a local index
  3. The agent searches for relevant information
  4. It then uses that evidence when reviewing your code

And it's all free!

[TBD LINK]

Source: Santiago · x.comPublished · added here