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" }

What It Exposes

Routing — AdapterKind, ModelIden, Endpoint, AuthData, ServiceTarget

Client — Client, ClientBuilder

Requests — ChatRequest, ChatMessage, ChatOptions, Tool, ToolCall, JsonSpec, Binary

Responses — ChatResponse, StreamEnd, ChatStreamEvent, Usage (with prompt/completion/cache-creation detail)

Embeddings — EmbedOptions, EmbedResponse, Embedding

Errors — GenaiError and its subclasses (see below)

Entry points:


`await client.achat(model, request, options=None)`	a full response
`await client.astream_chat(model, request, options=None)`	an async iterator of events
`await client.achat_via_stream(model, request, options=None)`	stream under the hood, one response out
`client.chat(model, request, options=None)`	blocking
`await client.aembed(model, text, options=None)`	one embedding
`await client.aembed_batch(model, texts, options=None)`	many
`client.resolve_service_target(model)`	where a call would go, without making it
`await client.aall_model_names(adapter_kind)`	what a provider is serving

model is str | ModelIden | ServiceTarget everywhere.

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

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


async def main() -> None:
    client = (
        Client.builder()
        .adapter_kind("openai")
        .provider("openai", auth=AuthData.from_env("OPENAI_API_KEY"))
        .build()
    )
    request = ChatRequest(messages=[ChatMessage("user", "Say hello in one short sentence")])

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


asyncio.run(main())

Named endpoints

A ServiceTarget states where to go, how to authenticate, and which model to ask for. A registry of them is just a dict, and one client serves all of it:

from genai_pyo3 import AuthData, Client, ModelIden, ServiceTarget

client = Client()
registry = {
    "flash": ServiceTarget(
        "https://openrouter.ai/api/v1/",
        AuthData.from_env("OPENROUTER_API_KEY"),
        ModelIden("openai", "deepseek-ai/DeepSeek-V4-Flash-0731"),
    ),
    "local": ServiceTarget(
        "http://localhost:8000/v1/",
        AuthData.none(),
        ModelIden("openai", "Qwen/Qwen3.8-27B"),
    ),
}

response = await client.achat(registry["flash"], request)

AuthData never reveals a key to Python and redacts it in repr(), so logging a ServiceTarget does not log a credential.

Errors

GenaiError(RuntimeError)
├── ConfigError        malformed request/options, adapter mismatch
├── AuthError          missing or unresolvable credentials
├── ResolverError      a resolver (including a Python callback) failed
├── ApiError           the provider answered with a failure status
│   ├── BadRequestError    4xx other than 429
│   ├── RateLimitError     429
│   └── ServerError        5xx
├── TransportError     connect/timeout/socket failures, dropped streams
├── StreamError        malformed or error events mid-stream
├── ResponseError      a well-formed reply that could not be interpreted
└── UnsupportedError   feature unavailable on this adapter/model

Every instance carries:


`kind`	the precise failure in rust-genai's own vocabulary — the error variant in snake_case (`"http_error"`, `"no_auth_data"`), or the provider's own error type for a mid-stream failure (`"overloaded_error"`)
`status`	HTTP status, when the provider answered with one
`status_code`	compatibility alias for `status`
`retryable`	conservative hint; the retry and backoff policy is yours
`body`	response body, when there was one
`headers`	response headers, when the failure carried an HTTP response
`retry_after`	seconds, parsed from `headers` when present
`model_iden`	the model the failure is about, when the error names one

The exception class is the actionable category; kind is the exact cause. Branch on the class, log the kind.

try:
    response = await client.achat(target, request)
except RateLimitError as err:
    await asyncio.sleep(err.retry_after or 5.0)

Truncation

stop_reason is normalised across providers — "completed", "max_tokens", "tool_call", "content_filter", "stop_sequence", "other" — with the provider's own wording kept in stop_reason_raw. Without it, a truncated answer is indistinguishable from a short one.

Images and PDFs

from genai_pyo3 import Binary, ChatMessage

ChatMessage("user", content_parts=["what is in this?", Binary.from_path("chart.png")])

Transport

(Client.builder()
    .proxy("http://proxy.corp:3128", scheme="https")   # "all" | "http" | "https"
    .timeouts(connect_seconds=10.0, read_seconds=120.0)
    .gzip(False)
    .tcp_nodelay(False)
    .build())

Without an explicit proxy, requests ignore whatever proxy environment the process was started with — which on a locked-down network looks like an unexplained connect timeout.

sanitize_json_schema(schema, dialect) applies a provider's constrained-decoding normalization without making a request, for seeing what will actually be enforced before a rejection tells you.

Resolver callbacks

For credentials or routing that cannot be stated up front:

(Client.builder()
    .auth_resolver(lambda iden: AuthData.key(cache[iden.adapter_kind.name]))
    .model_mapper(lambda iden: ALIASES.get(iden.model_name, iden.model_name))
    .service_target_resolver(lambda target: reroute(target))
    .build())

Callbacks must be regular defs. They are called synchronously while holding the GIL, so an async def would never be awaited — it is rejected at registration — and blocking inside one stalls every other Python thread. Cache in Python rather than doing I/O in a callback.

Development

maturin develop          # build the extension into the active venv
python -m pytest         # Python tests (no network; a local fake provider)

# Rust tests link against libpython, so they need the extension-module
# feature off and the interpreter feature on:
cargo test --no-default-features --features test-interpreter

cargo build does not link the cdylib on macOS (it lacks maturin's link arguments); use cargo check or maturin develop.

Migrating

See MIGRATION.md for the move from the Client.with_* constructors to ClientBuilder.

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genai-pyo3 0.7.0.4

genai-pyo3

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Algorithm	Hash digest
SHA256	`3c17ad18af29d4781513418d89ed2603384a49b889e9347c3509233b130719af`
MD5	`daacd2f3e887b56e7f9f4f5f11d08e66`
BLAKE2b-256	`6313b567c33bc7093f667fd9db42a0f97103c8551642bb74d18e9b7342883189`

Algorithm	Hash digest
SHA256	`909c5cf15383fde22a84ce52eb21a27ce17e8d27e2d1733b28af5f4634d338dd`
MD5	`a6bf500b5483e61bc2cce0414e3344eb`
BLAKE2b-256	`2beca0daf6f022dea478f8eee5ba38e81b5ad1e5f8a18f6dc77301717fef7dcb`

Algorithm	Hash digest
SHA256	`fc290c9259ee7fecf5b568156171395057006c536802cbfbbe7bf6d3afaa16b3`
MD5	`e05ef754f54f312b830a450332422ec9`
BLAKE2b-256	`e9596c15ec925cd07cc0a197a7c72f0fcb879cb5bc649d45f52a5e545284f1e7`

Algorithm	Hash digest
SHA256	`7d8b35a849b9c5f2ed0bd8b2343853c1eece5326f9b67153d882e11d4701bd08`
MD5	`5403656abda450bb0393d76727e184e4`
BLAKE2b-256	`58747182498ed43902915a3ae5ca9828ed993a956965e554ff7f04e6b657cc07`

Algorithm	Hash digest
SHA256	`0a5bf6f3b0049af102866321ba91258358bbad479192e2214f80acdee89c8da5`
MD5	`afb4bfc4142fd017a0cd04a6f6912f44`
BLAKE2b-256	`8a287fd8e730f49338a16d53e362e6f8236f6876b7c14a174acedf9dc524edd9`

Algorithm	Hash digest
SHA256	`144e2ebb388bdca32f66640ba59a05c295d0fe69176ba848f3a92afc3dad8eae`
MD5	`99587dd4c31f05df036e8886c9fa610a`
BLAKE2b-256	`7f2afaeac800112e0dcfaa0924b1316eb391a5a0b352b8ed542bcbf1f8a45fba`

Algorithm	Hash digest
SHA256	`c03351dba991af572d2edf5cf743f387dcd5a3c02c542bcf56029f65d7a74089`
MD5	`c48fd205fcca04d73c87faa6ad2afe5f`
BLAKE2b-256	`4b6c1d32fff8de40665b90ca0da204bbc26e235cd2d5aa4b62764e634d4c4dbb`

Algorithm	Hash digest
SHA256	`a8c7432fa144e3b95169f3eb19a38911ffd19444e89065b5e32332bb79e27b8a`
MD5	`fdccc9fc0e9d3e657d70f473e3142e1e`
BLAKE2b-256	`f6d076af07c3fbd7214578e75132e2e139ca9ea94e13c12c8ab3f3c232f58213`

Algorithm	Hash digest
SHA256	`0b5b7cfed6318372c6b297716f21238645462858470fc217198a51972dd1f764`
MD5	`f954847a64ba917f3ef13233ba09ecbc`
BLAKE2b-256	`a50d84b275a505b1ec20e8b1f55f50bbd05cfb223bdf78e814d83ad8f882dc2d`

Algorithm	Hash digest
SHA256	`64876293dd77b73cc6858ac8d948056b1f7fedd4646cd77ab6a00b94745c174a`
MD5	`47387d18cdb70624668d5cd9b9af66fe`
BLAKE2b-256	`8c13ae557c5b4b16cf319a7e6414838a0420adfc0a1e8cbb393df0a7053b3ec9`