Create an AI Model Trained on GitHub Discussions for Instant Contextual Help in Next.js

[abhishekmardiya]

Goals

1. Build an AI assistant that provides instant, context-aware answers to developer questions about Next.js.
2. Train or fine-tune the model using GitHub Discussions, Issues, and official documentation.
3. Prioritize learning from author-selected or verified answers, ensuring higher response accuracy.
4. Help users quickly find relevant, community-approved solutions without manually searching through threads.
5. Improve the developer experience by reducing repetitive or duplicate questions.

Non-Goals

1. Replace official documentation or community discussions.
2. Provide unverified or speculative solutions without context.
3. Depend on proprietary or closed datasets unrelated to Next.js or its community.

Background

Many developers encounter similar issues when working with Next.js, and most of these questions have already been answered in GitHub Discussions.
However, it often takes time to locate the right thread or verified response.

While AI tools like ChatGPT or Copilot can assist, they are not specifically trained on Next.js community knowledge, which limits their accuracy in framework-specific cases.

A dedicated model trained on Next.js Discussions, Issues, and Docs, especially emphasizing answers selected by authors or maintainers, would make reliable solutions far more discoverable and useful.

Proposal

Create an AI model (or retrieval-based system) that indexes and learns from Next.js GitHub Discussions, Issues, and documentation.
The model could:

Prioritize responses that were accepted or marked helpful by the original author or maintainers.

Integrate directly into the Next.js documentation site as a smart assistant or enhanced search feature.

Suggest related discussions when a user opens a new question or issue.

Community members could contribute by tagging or marking high-quality discussions as “AI-trainable” or “verified,” continuously improving the dataset.

[konhi]

It seems there's such thing, you can ask it questions on Next.js Discord server

[abhishekmardiya]

Yes, that’s true — we can ask on the Discord server, but the community isn’t always available 24/7. On the other hand, GitHub Discussions often include answers from people who actually work on Next.js, which makes it more reliable for deeper or framework-specific questions.