llms-sdk-py
Python bindings for the llms-sdk Rust crate — a unified interface for calling OpenAI- and Anthropic-compatible LLMs.
Installation
pip install llms-sdk-py
# or, with uv
uv add llms-sdk-py
Requires Python 3.10+.
Quick start
import asyncio
import llms_sdk_py as llm
async def main():
request = llm.LLMRequest(
model="gpt-5.4-mini",
api_key="sk-...",
messages=[
llm.Message("user", [llm.TextPart("Hello, world!")])
],
stream=False,
)
client = llm.LLM()
response = await client.respond(request)
print(response.message.content[0].text)
asyncio.run(main())
Streaming
Set stream=True and iterate over the async iterator:
import asyncio
import llms_sdk_py as llm
async def main():
request = llm.LLMRequest(
model="gpt-5.4-mini",
api_key="sk-...",
messages=[llm.Message("user", [llm.TextPart("Count to 5")])],
stream=True,
)
client = llm.LLM()
async for part in client.stream_response(request):
if str(part.type) == "text":
print(part.text.text_delta, end="", flush=True)
elif str(part.type) == "end":
print("\nDone!")
asyncio.run(main())
Multimodal input
Image
import llms_sdk_py as llm
image = llm.ImagePart("path/to/photo.jpg") # or a URL string
message = llm.Message("user", [
llm.TextPart("Describe this image."),
image,
])
Audio (OpenAI only)
import llms_sdk_py as llm
audio = llm.AudioPart("path/to/audio.wav") # or raw bytes
message = llm.Message("user", [
llm.TextPart("Transcribe this audio."),
audio,
])
Document (Anthropic only)
import llms_sdk_py as llm
doc = llm.DocumentPart("path/to/file.pdf") # or raw bytes
message = llm.Message("user", [
llm.TextPart("Summarize this document."),
doc,
])
Tool use
import llms_sdk_py as llm
tool = llm.Tool(
name="get_weather",
description="Return weather for a city.",
parameters_dict={
"type": "object",
"properties": {
"city": {"type": "string"}
},
"required": ["city"]
},
)
request = llm.LLMRequest(
model="gpt-4o",
api_key="sk-...",
messages=[llm.Message("user", [llm.TextPart("What's the weather in Paris?")])],
stream=False,
tools=[tool],
tool_choice="auto",
)
Structured output
import llms_sdk_py as llm
output_format = llm.OutputFormat(
name="capital",
description="Country capital",
schema_dict={
"type": "object",
"properties": {
"country": {"type": "string"},
"capital": {"type": "string"}
},
"required": ["country", "capital"]
},
)
request = llm.LLMRequest(
model="gpt-4o",
api_key="sk-...",
messages=[llm.Message("user", [llm.TextPart("France")])],
stream=False,
output_format=output_format,
)
Retry policy
import llms_sdk_py as llm
policy = llm.RetryPolicy(max_retries=5, min_retry_interval=1000)
client = llm.LLM(retry_policy=policy)
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for llms_sdk_py 0.2.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| llms_sdk_py-0.2.3.tar.gz | 2.7 MB | Details |
Built distributions (wheels)
Total release size: 106.0 MB
Release files / llms_sdk_py-0.2.3.tar.gz
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Release files / llms_sdk_py-0.2.3-cp313-cp313-musllinux_1_2_x86_64.whl
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Release files / llms_sdk_py-0.2.3-cp312-cp312-musllinux_1_2_i686.whl
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Release files / llms_sdk_py-0.2.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / llms_sdk_py-0.2.3-cp312-cp312-macosx_11_0_arm64.whl
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Release files / llms_sdk_py-0.2.3-cp312-cp312-macosx_10_12_x86_64.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-win_amd64.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-musllinux_1_2_x86_64.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-musllinux_1_2_i686.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-musllinux_1_2_aarch64.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-macosx_11_0_arm64.whl
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Release files / llms_sdk_py-0.2.3-cp311-cp311-macosx_10_12_x86_64.whl
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Release files / llms_sdk_py-0.2.3-cp310-cp310-win_amd64.whl
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Release files / llms_sdk_py-0.2.3-cp310-cp310-musllinux_1_2_x86_64.whl
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Release files / llms_sdk_py-0.2.3-cp310-cp310-musllinux_1_2_i686.whl
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Release files / llms_sdk_py-0.2.3-cp310-cp310-musllinux_1_2_aarch64.whl
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Release files / llms_sdk_py-0.2.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | llms_sdk_py-0.2.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
uv/0.12.18 {"installer":{"name":"uv","version":"0.12.18","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / llms_sdk_py-0.2.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | llms_sdk_py-0.2.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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uv/0.12.18 {"installer":{"name":"uv","version":"0.12.18","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / llms_sdk_py-0.2.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | llms_sdk_py-0.2.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 2.7 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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| Uploaded via |
uv/0.12.18 {"installer":{"name":"uv","version":"0.12.18","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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