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Mellea — build predictable AI without guesswork The problem with AI pipelines is always the same: the LLM itself.
Silent failures. Untestable outputs. Unpredictable behavior.
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.
Installation Quick Start API Reference
The general Mellea Documentation is updated regularly.
Learning Resources provide in-depth educational material in comprehensive formats.
Mellea Examples - examples demonstrating Mellea's features.Mellea Demos - A collection of Mellea demos.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.
Mellea Website : More information about Mellea.Blog : Deep-dives on agentic systems, generative computing, and the ideas behind Mellea.Mellea on PyPI : Install with pip install mellea.
If you have any questions, please visit our discussions page .
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Mellea is a library for writing generative programs.
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granite-switch
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Granite Switch — Build AI models like you build software
generative-computing/granite-switch's past year of commit activity
Python
126
Apache-2.0
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Updated Nov 12, 2026
mellea
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Mellea is a library for writing generative programs.
generative-computing/mellea's past year of commit activity
mellea-skills-compiler
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Agent specification certification pipeline — from skill specs to governed, certified Mellea pipelines
generative-computing/mellea-skills-compiler's past year of commit activity
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generative-computing/shadow-residual's past year of commit activity
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mellea-contribs
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mellea-contribs is an incubation point for contributions to the Mellea ecosystem.
generative-computing/mellea-contribs's past year of commit activity
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llmon
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LLMON (LLM Object Notation)
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Updated Nov 10, 2026
granite-switch-decision
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vllm plugin to provide /v1/systemone and /v1/decisions endpoints for granite switch models
generative-computing/granite-switch-decision's past year of commit activity
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steerability
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The Steerability toolkit is an extensible library for general purpose steering of language models.
generative-computing/steerability's past year of commit activity
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Updated Nov 3, 2026
mellea-website
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Landing page and developer blog for mellea.ai — open-source Python framework for predictable AI.
generative-computing/mellea-website's past year of commit activity
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mellea-tutorials
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This repository contains colab-friendly notebooks for Mellea tutorials.
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Jupyter Notebook
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Updated Sep 18, 2026
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