Git repository analysis tool - question

[flashdens]

I am wondering how to approach the task of making a custom agent/tool that would analyze a Git repository, so a chatbot powered by the agent would be able to retrieve documentation that's inside this repository, provide code samples etc.

I'm planning on developing one, so far my main concern is how would the agent first learn so then it would be able to retrieve information using, let's say, GitHub API.

Do you know if there a way for the agent to first learn, so then it can sit on the server and answer questions about a certain GIt repo?

[akihikokuroda]

Here is the doc link about Tools that's probably answers your concern.

Provide a natural language description of what the tool does:

❗Important: the agent uses this description to determine when the tool should be used. It’s probably the most important aspect of your tool and you should experiment with different natural language descriptions to ensure the tool is used in the correct circumstances. You can also include usage tips and guidance for the agent in the description, but its advisable to keep the description succinct in order to reduce the probability of conflicting with other tools, or adversely affecting agent behavior.

description = "Takes X action when given Y input resulting in Z output";

Declare an input schema:

This is used to define the format of the input to your tool. The agent will formalise the natural language input(s) it has received and structure them into the fields described in the tool’s input. The input schema can be specified using Zod (recommended) or JSONSchema. It must be a function (either sync or async). Zod effects (e.g. z.object().transform(...)) are not supported. The return value of inputSchema must always be an object and pass validation by the validateSchema() function defined in schema.ts. Keep your tool input schema simple and provide schema descriptions to help the agent to interpret fields.

Here is the one example of description and input schema of the tools

[Tomas2D]

Closing for inactivity.