This release is a pre-release and may not be stable for production use.
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
1 maintainer
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