.. _gsoc-2025-projects:

:far:`calendar-days` 2025
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Upstream Greybus Module for Zephyr
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|  **Summary:** Provide **native Greybus support** for platforms like BeagleConnect, eliminating reliance on external patches or custom kernel forks. This will streamline development workflows, enhance long-term support, and empower developers to utilize Greybus in Zephyr-based IoT and embedded projects with greater ease and reliability.

**Contributor:** `Sahil Jaiswal`_

**Mentors:** `Ayush Singh`_, `Vaishnav Achath`_, `Tim Orling`_

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      .. button-link:: https://summerofcode.withgoogle.com/organizations/beagleboardorg/projects/details/we7PbNHN
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         :fab:`google;pst-color-light` - GSoC Registry

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      .. button-ref:: gsoc-2025-proposal-sahil-jaiswal
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         Proposal


BeagleMind: Conversational AI Assistant for BeagleBoard Documentations
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|  **Summary:** BeagleMind aims to build an AI-powered documentation assistant for BeagleBoard that leverages **Retrieval-Augmented Generation (RAG)** to deliver accurate, citation-backed answers. Rather than relying on fine-tuning, the assistant uses lightweight techniques like embedding official documentation into a vector database to ground answers with relevant source material. The solution includes web and command-line interfaces, integrates automated evaluation agents to monitor response quality. This tool will enhance user experience, reduce support load, and help developers efficiently navigate BeagleBoard’s technical ecosystem.

**Contributor:** `Fayez Zouari <https://forum.beagleboard.org/u/fayez_zouari>`_

**Mentors:** `Jason Kridner <https://forum.beagleboard.org/u/jkridner/>`_, `Aryan Nanda <https://forum.beagleboard.org/u/aryan_nanda/>`_, `Kumar Abhishek <https://forum.beagleboard.org/u/kumarabhisheks/>`_

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      .. button-link:: https://summerofcode.withgoogle.com/programs/2025/projects/pbanUSAu
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         :fab:`google;pst-color-light` - GSoC Registry

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      .. button-ref:: gsoc-proposal-fayez-zouari
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         Proposal