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genai-pyo3

Typed Python bindings for the Rust genai crate, built with pyo3 and maturin.

This repo uses the upstream GitHub repository for genai directly:

genai = { git = "https://github.com/jeremychone/rust-genai", rev = "cf3396e3ac9c6bf74be5a9ed4c2400ff920f29e7" }

What It Exposes

The Python extension currently exposes:

  • Client
  • GenaiError
  • ChatMessage
  • ChatRequest
  • ChatOptions
  • ChatResponse
  • ChatStreamEvent
  • StreamEnd
  • ToolCall
  • Usage

The main async entry points are:

  • await client.achat(model, request, options=None) for a full response
  • await client.achat_via_stream(model, request, options=None) for a fully collected response from a streaming-only endpoint
  • await client.astream_chat(model, request, options=None) for chunked streaming

ChatResponse.reasoning_content exposes captured readable reasoning, while ChatResponse.thought_signatures exposes encrypted reasoning signatures that must be retained when replaying an assistant turn. Both are also included by ChatResponse.to_dict().

For a signed-thinking tool continuation, carry both values onto the assistant message along with the returned tool calls:

assistant = ChatMessage(
    "assistant",
    "",
    tool_calls=response.tool_calls,
    thought_signatures=response.thought_signatures,
    reasoning_content=response.reasoning_content,
)

Install

Editable install with uv:

uv pip install -e .

This builds the pyo3 extension and makes genai_pyo3 importable from the active environment.

Quick Start

Minimal async call:

import asyncio
from genai_pyo3 import ChatMessage, ChatOptions, ChatRequest, Client


async def main() -> None:
    client = Client()
    request = ChatRequest(
        messages=[ChatMessage("user", "Say hello in one short sentence")]
    )
    options = ChatOptions(temperature=0.2)

    response = await client.achat("gpt-4o-mini", request, options)
    print(response.text)


asyncio.run(main())

Errors and retries

Model-call failures raise GenaiError, a RuntimeError subclass with structured metadata copied from rust-genai:

from genai_pyo3 import GenaiError

try:
    response = await client.achat(model, request)
except GenaiError as error:
    print(error.kind)         # e.g. "http_error", "timeout", "web_stream"
    print(error.status_code)  # e.g. 429 or 503; None for transport failures
    print(error.retryable)    # True for transport failures, 429, and 5xx
    print(error.headers)      # response headers when rust-genai retained them
    print(error.body)         # response body when rust-genai retained it

The library reports retryability but does not retry calls itself. This keeps retry budgets and backoff policy under application control. A response-body stream decode failure generally has no HTTP error status because the server already returned a successful status; it is exposed as a retryable transport error instead.

Minimal async streaming call:

import asyncio
from genai_pyo3 import ChatMessage, ChatOptions, ChatRequest, Client


async def main() -> None:
    client = Client()
    request = ChatRequest(
        messages=[ChatMessage("user", "Write three short bullet points about Rust")]
    )
    options = ChatOptions(capture_content=True, capture_usage=True)

    stream = await client.astream_chat("gpt-4o-mini", request, options)
    async for event in stream:
        print(event.kind, event.content)


asyncio.run(main())

Examples

  • examples/async_chat_basic.py: basic achat example
  • examples/async_stream_chat.py: basic astream_chat example
  • examples/client_overrides.py: explicit provider/API-key override example
  • examples/gemini_env.py: Gemini achat example using env vars
  • examples/gemini_stream_env.py: Gemini streaming example using env vars

Run The Gemini Examples

The Gemini examples use:

  • GEMINI_API_KEY
  • GEMINI_MODEL (optional, defaults to gemini-2.0-flash)
  • GEMINI_BASE_URL (optional, for custom or local Gemini-compatible endpoints)

Non-streaming:

GEMINI_API_KEY=your-key python examples/gemini_env.py

Streaming:

GEMINI_API_KEY=your-key python examples/gemini_stream_env.py

With a custom endpoint:

GEMINI_API_KEY=your-key \
GEMINI_BASE_URL=http://your-host/v1beta \
python examples/gemini_env.py
GEMINI_API_KEY=your-key \
GEMINI_BASE_URL=http://your-host/v1beta \
python examples/gemini_stream_env.py

If GEMINI_BASE_URL is unset, the examples use the default Gemini endpoint resolved by the underlying genai client.

Layout

  • Cargo.toml: Rust extension crate
  • pyproject.toml: Python package metadata and maturin config
  • python/genai_pyo3: Python package entrypoint
  • src/lib.rs: pyo3 binding implementation
  • examples/: small Python usage examples

Local Development

Create a virtualenv and install in editable mode:

cd genai-pyo3
python -m venv .venv
source .venv/bin/activate
uv pip install -e .

The committed dependency uses an exact upstream revision for reproducible builds.

Release files for genai-pyo3 0.7.0.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for genai-pyo3 0.7.0.2
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Built distributions (wheels)

Table of built distributions (wheels) for genai-pyo3 0.7.0.2
File
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genai_pyo3-0.7.0.2-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
genai_pyo3-0.7.0.2-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
genai_pyo3-0.7.0.2-cp314-cp314-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
genai_pyo3-0.7.0.2-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
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genai_pyo3-0.7.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
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genai_pyo3-0.7.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
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genai_pyo3-0.7.0.2-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
genai_pyo3-0.7.0.2-cp310-cp310-musllinux_1_2_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
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genai_pyo3-0.7.0.2-cp39-cp39-musllinux_1_2_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
genai_pyo3-0.7.0.2-cp39-cp39-musllinux_1_2_aarch64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
genai_pyo3-0.7.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
genai_pyo3-0.7.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
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0.7.0.2 This release

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