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async-openai-0.0.9
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مشاهده بیشترتوضیحات
Unofficial Async Python client library for the OpenAI API
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | async-openai-0.0.9 |
| نام | async-openai |
| نسخه کتابخانه | 0.0.9 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Tri Songz |
| ایمیل نویسنده | ts@growthengineai.com |
| آدرس صفحه اصلی | https://github.com/GrowthEngineAI/async-openai |
| آدرس اینترنتی | https://pypi.org/project/async-openai/ |
| مجوز | MIT Style |
# async-openai
Unofficial Async Python client library for the [OpenAI](https://openai.com) API based on [Documented Specs](https://beta.openai.com/docs/api-reference/making-requests)
**Latest Version**: [](https://badge.fury.io/py/async-openai)
**[Official Client](https://github.com/openai/openai-python)**
## Features
- [x] Asyncio based with Sync and Async Support with `httpx`
- [ ] Supports all API endpoints
- [x] `Completions`: [Docs](https://beta.openai.com/docs/api-reference/completions)
- [x] `Edits`: [Docs](https://beta.openai.com/docs/api-reference/edits)
- [x] `Embeddings`: [Docs](https://beta.openai.com/docs/api-reference/embeddings)
- [ ] `Images`: [Docs](https://beta.openai.com/docs/api-reference/images)
- [ ] `Files`: [Docs](https://beta.openai.com/docs/api-reference/files)
- [ ] `Finetuning`: [Docs](https://beta.openai.com/docs/api-reference/fine-tunes)
- [x] `Models`: [Docs](https://beta.openai.com/docs/api-reference/models)
- [ ] `Moderations`: [Docs](https://beta.openai.com/docs/api-reference/moderations)
- [ ] `Search`: [Docs](#)
- [x] Strongly typed validation of requests and responses with `Pydantic` Models with transparent
access to the raw response and object-based results.
- [x] Handles Retries automatically through `backoff`
- [x] Supports Local and Remote Cloud Object Storage File Handling Asyncronously through `file-io`
- [x] Supports `S3`: `s3://bucket/path/to/file.txt`
- [x] Supports `GCS`: `gs://bucket/path/to/file.txt`
- [x] Supports `Minio`: `minio://bucket/path/to/file.txt`
- [x] Supports `limited` cost tracking for `Completions` and `Edits` requests (when stream is not enabled)
---
## Installation
```bash
# Install from stable
pip install async-openai
# Install from dev/latest
pip install git+https://github.com/GrowthEngineAI/async-openai.git
```
### Quick Usage
```python
import asyncio
from async_openai import OpenAI, settings, CompletionResponse
# Environment variables should pick up the defaults
# however, you can also set them explicitly.
# `api_key` - Your OpenAI API key. Env: [`OPENAI_API_KEY`]
# `url` - The URL of the OpenAI API. Env: [`OPENAI_URL`]
# `api_type` - The OpenAI API type. Env: [`OPENAI_API_TYPE`]
# `api_version` - The OpenAI API version. Env: [`OPENAI_API_VERSION`]
# `organization` - The OpenAI organization. Env: [`OPENAI_ORGANIZATION`]
# `proxies` - A dictionary of proxies to be used. Env: [`OPENAI_PROXIES`]
# `timeout` - The timeout in seconds to be used. Env: [`OPENAI_TIMEOUT`]
# `max_retries` - The number of retries to be used. Env: [`OPENAI_MAX_RETRIES`]
OpenAI.configure(
api_key = "sk-XXXX",
organization = "org-XXXX",
debug_enabled = False,
)
# Alternatively you can configure the settings through environment variables
# settings.configure(
# api_key = "sk-XXXX",
# organization = "org-XXXX",
# )
# [Sync] create a completion
# Results return a CompletionResult object
result: CompletionResponse = OpenAI.completions.create(
prompt = 'say this is a test',
max_tokens = 4,
stream = True
)
# print the completion text
# which are concatenated together from the result['choices'][n]['text']
print(result.text)
# print the number of choices returned
print(len(result))
# get the cost consumption for the request
print(result.consumption)
# [Async] create a completion
# All async methods are generally prefixed with `async_`
result: CompletionResponse = asyncio.run(
OpenAI.completions.async_create(
prompt = 'say this is a test',
max_tokens = 4,
stream = True
)
)
```
---
### Dependencies
The aim of this library is to be as lightweight as possible. It is built on top of the following libraries:
- [aiohttpx](https://github.com/GrowthEngineAI/aiohttpx): Unified Async / Sync HTTP Client that wraps around `httpx`
- [httpx](https://www.python-httpx.org/): Async / Sync HTTP Requests
- [lazyops](https://github.com/trisongz/lazyops): Provides numerous utility functions for working with Async / Sync code and data structures
- [pydantic](https://pydantic-docs.helpmanual.io/): Type Support
- [file-io](https://github.com/trisongz/file-io): Async Cloud-based File Storage I/O
- [backoff](https://github.com/litl/backoff): Retries with Exponential Backoff
نیازمندی
| مقدار | نام |
|---|---|
| - | aiohttpx |
| - | file-io |
| - | backoff |
| - | tiktoken |
نحوه نصب
نصب پکیج whl async-openai-0.0.9:
pip install async-openai-0.0.9.whl
نصب پکیج tar.gz async-openai-0.0.9:
pip install async-openai-0.0.9.tar.gz