Contribute to LLM4S

Welcome! We’re glad you’re interested in contributing.

GitHub Issues is our single source of truth. Browse existing issues below to find something to work on. Please check if an issue is already assigned before starting.

For project priorities and roadmap context, see the roadmap.

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Quick Links by Label

Find issues that match your interests:

• 🟢 Good First Issues — Great for newcomers

• 📚 Documentation — Docs improvements

• 🐛 Bugs — Bug fixes needed

• ✨ Enhancements — New features & improvements

• Help Wanted — Community help appreciated

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Browse by Area

Infrastructure & Tooling

• Enhancement Issues — Build, CI, benchmarks, binary compatibility

Features

• All Feature Requests
• MCP Integration — Model Context Protocol
• Embeddings — Embedding providers & features
• Vector Databases — Vector store integrations
• Observability — Tracing & monitoring

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Getting Started

1. Find an issue — Use the links above to find something interesting
2. Comment on the issue — Let maintainers know you’d like to work on it
3. Fork and branch — Create a feature branch from main
4. Follow the guidelines — See the Contributing Guide for coding standards
5. Submit a PR — Reference the issue number in your PR description

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All Open Issues

Can’t find what you’re looking for?

Browse all open issues →