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hyle-core

Provider-independent primitives for building AI systems in Python.

Installation

Requires Python 3.14+.

uv add hyle-core

Provider integrations are installed separately.

Quick start

Code can depend on capabilities rather than concrete providers:

from hyle import Model, Request


async def summarize(model: Model, text: str) -> str:
    response = await model.generate(Request(text, instructions="Summarize this in one sentence."))
    return response.require_text()

Any compatible Model can be passed to summarize.

Hyle also provides tools, structured output, embeddings, streaming, and a bounded model-tool runtime. Use the runtime where it fits, or compose the lower-level primitives directly when your application needs a different control flow.

Provider integrations can implement the same core interfaces independently. Higher-level application patterns such as agents, crews, and workflows can be built on top with ordinary Python.

Ollama support is available through hyle-ollama. Gemini support is planned next.

Status

Hyle is a personal project built for fun. There is no fixed roadmap or timeline.

Alpha. The API may change.

License

MIT

Metadata

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