AI Agent for automated Document generation from codebase

General
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1

I need to create an automation system where my agent have to fetch the code from the legacy codebase and then generate the document and then store tin confluence for the business usecase. i need guidance to implement to this project.

2

Hi @Hemalathaa
Thanks for reaching out and for using Agno! I’ve looped in the right engineers to help with your question. We usually respond within 48 hours, but if this is urgent, just let us know, and we’ll do our best to prioritize it.
Appreciate your patience—we’ll get back to you soon! :smile:

3

It would be great, If you could respond me swiftly

4

Hello @Hemalathaa !

This workflow can be achieved with the help of custom tools. I am sharing a gist here with the pseudo code.

The workflow would look like:

           +----------------------+
           | User/Trigger         |
           +----------------------+
                    |
                    v
    +--------------------------------+
    |   Agent 1: Code Fetcher       |
    | - Calls Tool to Get Code      |
    | - Retrieves Legacy Code       |
    +--------------------------------+
                    |
                    v
    +--------------------------------+
    |   Agent 2: Confluence Storer  |
    | - Generates Documentation     |
    | - Uploads to Confluence       |
    +--------------------------------+
                    |
                    v
           +----------------------+
           |   Confluence Wiki    |
           +----------------------+

Please let us know if you have any questions

5

Thanks a lot yash . How to create custom tools in agno .how to connect company API for this task

6

Hi @Hemalathaa ,

Let us know if you have any issue in the process.