OpenAI Python Library: Difference between revisions

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An [[OpenAI Python Library]] is a [[Python library]] that enables developers to interact with [[OpenAI's API]] using [[Python programming language]].
#REDIRECT [[OpenAI Python API library]]
* <B>Context:</B>
** It can be installed via Python's package manager using the command <code>$ pip install openai</code>.
** It can be compatible with Python version 3.7 and later.
** It can offers features such as automatic error retry with backoff, proper type definitions, and the ability to instantiate a client.
** It can support API features such as: [[text generation]], [[fine-tuning models]], [[creating completions]], and [[semantic search]].
** …
* <B>Example(s):</B>
** [[OpenAI Python SDK, v1.3.3]], <code>https://github.com/openai/openai-python/releases/tag/v1.3.3</code> (2023-11-17)
**  <code>https://github.com/openai/openai-python/releases/tag/v1.2.0</code> (2023-11-08)
**  <code>https://github.com/openai/openai-python/releases/tag/v1.0.0</code> (2023-11-03)
**  <code>https://github.com/openai/openai-python/releases/tag/v0.27.0</code> (2023-03-01)
** …
* <B>Counter-Example(s):</B>
** [[OpenAI Javascript SDK]].
* <B>See:</B> [[OpenAI GPT API]], [[Automatic Error Retry]], [[Type Definitions]], [[Client Instantiation]].
 
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== References ==
 
=== 2023 ===
* ([[GitHub, 2023]]) ⇒ OpenAI. ([[2023]]). "OpenAI Python Library." In: GitHub Repository. [https://github.com/openai/openai-python]
** QUOTE: The [[OpenAI Python library]] provides convenient access to the OpenAI REST API for Python 3.7+ applications. It includes type definitions for all request parameters and response fields, and offers both synchronous and asynchronous clients powered by httpx. The library is generated from the OpenAPI specification with Stainless.
** ...
 
=== 2023 ===
* chat
** he OpenAI Python library is an official Python package provided by OpenAI that makes it easy to interact with OpenAI's APIs, including the powerful GPT (Generative Pre-trained Transformer) models. This library allows developers to access the functionalities of OpenAI's API, such as generating text completions, semantic search, and other natural language processing tasks, directly within their Python applications.
** Some key features of the OpenAI Python library are:
*** Simple interface: The library provides a straightforward and user-friendly interface to interact with the OpenAI API, making it easier for developers to integrate AI-powered functionalities into their applications.
*** Support for various OpenAI API features: The library covers a wide range of functionalities available through the API, including text generation, fine-tuning models, creating completions, and semantic search, among others.
*** Flexible configuration: Developers can easily configure various aspects of the API request, such as the engine, temperature, number of tokens, and prompt, to customize the behavior and output of the GPT models.
*** Active development and support: The [[OpenAI Python library]] is actively maintained and updated by OpenAI, ensuring compatibility with the latest API features and improvements.
 
=== 2023 ===
* https://github.com/openai/openai-python
** QUOTE: The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language. It includes a pre-defined set of classes for API resources that initialize themselves dynamically from API responses which makes it compatible with a wide range of versions of the OpenAI API. ...
** Examples of how to use this Python library to accomplish various tasks can be found in the OpenAI Cookbook. It contains code examples for:
*** Classification using fine-tuning
*** Clustering
*** Code search
*** Customizing embeddings
*** Question answering from a corpus of documents
*** Recommendations
*** Visualization of embeddings
*** And more
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[[Category:Concept]]
[[Category:Software Development]]
[[Category:Quality Silver]]

Revision as of 05:27, 7 December 2023

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