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<img src="https://github.com/generative-computing/mellea/raw/main/docs/mellea_draft_logo_300.png" alt="Mellea logo" height=100>

# Mellea — build predictable AI without guesswork

Inside every AI-powered pipeline, the unreliable part is the same: the LLM call itself.
Silent failures, untestable outputs, no guarantees.
Mellea is a Python library for writing *generative programs* — replacing brittle prompts and flaky agents
with structured, testable AI workflows built around type-annotated outputs, verifiable requirements, and automatic retries.

Skip to:
* [Code](#latest-projects)
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* [Tools](#tools)
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* [Documentation](https://docs.mellea.ai/)
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## Latest Projects
* <a href="https://github.com/generative-computing/mellea">Mellea</a>
* <a href="https://github.com/generative-computing/granite-switch">Granite Switch</a>
* <a href="https://github.com/generative-computing/mellea-skills-compiler">Mellea Skills Compiler</a>
* <a href="https://github.com/generative-computing/mellea-contribs">mellea-contribs</a>
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## Tools
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1. [Installation](https://docs.mellea.ai/getting-started/installation)
2. [Quick Start](https://docs.mellea.ai/getting-started/quickstart)
3. [API Reference](https://docs.mellea.ai/api-reference)

## Documentation

The general Mellea [Documentation](https://docs.mellea.ai/) is updated regularly.

**Learning Resources** provide in-depth educational material in comprehensive formats.

- [Mellea Examples](https://github.com/generative-computing/mellea/tree/main/docs/examples) - comprehensive examples demonstrating Mellea's features and capabilities.
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[Mellea Demos](https://github.com/generative-computing/mellea-demos) - A collection of Mellea demos.
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- [Mellea Tutorials](https://github.com/generative-computing/mellea-tutorials) - Long-form workshops and tutorials for Mellea. The main Mellea repo keeps its examples short and focused; the notebooks here have more room to walk through end-to-end workflows, conference material, and exploratory demos.

## Other Resources
- [Mellea Website:](https://mellea.ai/) More information about Mellea.
- [Blog:](https://mellea.ai/blogs/) Deep-dives on agentic systems, generative computing, and the ideas behind Mellea.
- [Mellea on PyPI:](https://pypi.org/project/mellea/) The Mellea organization on PyPI. You can download Mellea there.
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## Discussion

If you have any questions, please visit our [discussions page](https://github.com/generative-computing/mellea/discussions).