Hi Yedian,

I think this is off to a good start.

I added comments to the Google Doc.

Best,

Devin

Yedian Cheng:

Dear Mentors,

I hope you are doing well. My name is *Yedian Cheng*, and I’m submitting a proposal for *Google Summer of Code 2025*, titled:

*“Refactor the chatbot in the Speak Activity to use gen-AI”*

I have already submitted my proposal to the GSoC dashboard, but I’m attaching my proposal in PDF format and also included this Google Docs link <https://docs.google.com/document/d/1RPzGsFc0bhN_xBdZUKVw6lolq73htdPo6XBXdMXrqfw/edit?usp=sharing> for your convenience and would sincerely appreciate any feedback or suggestions.

To prepare, I’ve:

 *

    Set up a complete Sugar development environment (Fedora-based VM)

 *

    Run and modified the Speak Activity locally

 *

    Submitted a pull request (PR #38
    <https://github.com/sugarlabs/speak/pull/38>) that adds a mock
    |get_llm_response()| function

 *

    Recorded a short demo video
    <https://www.youtube.com/watch?v=3mubSEPcv1k> to showcase the mock
    response integration

This proposal builds on that work and introduces LLM-based chat features, invented spelling correction, and expressive personas to make Speak more interactive and engaging for young learners.

Thank you so much for your time and support — I’m looking forward to your feedback!

Warm regards,
Yedian Cheng


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