Openai python documentation.
Openai python documentation 7. The latest and most popular OpenAI models are chat completion models. Note We've updated our Python SDK to add support for the Assistants API, so you'll need to update it to the latest version (1. The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. Mar 3, 2023 · Prerequisites Before starting, you will need to have: Python 3. Contribute to openai/openai-python development by creating an account on GitHub. 我们提供了一个 Python 库，你可以按如下方式安装： Jan 8, 2025 · With the following steps, you can ensure a smooth integration process and eliminate any setup-related hiccups. You are currently on a page documenting the use of OpenAI text completion models. ⚠️ Project Status Notice. This package provides a Python API for OpenAI, based on the official API documentation and wraps-up original OpenAI API. 11 and recent PyTorch versions. Sep 21, 2022 · Other existing approaches frequently use smaller, more closely paired audio-text training datasets, 1 2, 3 or use broad but unsupervised audio pretraining. e. Output types. 0) for the OpenAI API. Alternatively, in most IDEs such as Visual Studio Code, you can create an . Apr 18, 2025 · Azure OpenAI o-series models are designed to tackle reasoning and problem-solving tasks with increased focus and capability. The library includes type definitions for all request params and response fields, and offers both synchronous and asynchronous clients powered by httpx . Nov 10, 2023 · Python SDK. Explore developer resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's platform. - openai/swarm Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 1 to train and test our models, but the codebase is expected to be compatible with Python 3. The codebase also depends on a few Python packages, most notably OpenAI's tiktoken for their fast tokenizer implementation. 犀牛书 在线 Python 库 . 8+ application. See OpenAI's reasoning documentation for details. The ComputerTool allows automating computer use tasks. Browse a collection of snippets, advanced techniques and walkthroughs. Install the OpenAI Python Library. This project is no longer under active development or maintenance since 2024-04-16. 5-Turbo, GPT-image-1 and Embeddings model series with the security and enterprise capabilities of Azure. Mar 10, 2022 · Open-source examples and guides for building with the OpenAI API. str) outputs. Unless you are specifically using gpt-3. Set an environment variable called OPENAI_API_KEY with your API key. 5-turbo-instruct, you are probably looking for this page instead. If you want the agent to produce a particular type of output, you can use the output_type parameter. Tracing: Built-in tracing that lets you visualize, debug and monitor your workflows, as well as use the OpenAI suite of evaluation, fine-tuning and distillation tools. 8-3. The FileSearchTool allows retrieving information from your OpenAI Vector Stores. The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. Feb 15, 2024 · Name Type Required Description; data_sources: DataSource[]: True: The configuration entries for Azure OpenAI On Your Data. Sep 2, 2022 · Open-source examples and guides for building with the OpenAI API. The official Python library for the OpenAI API. o3-mini can outperform o1 in coding and other reasoning tasks, and is 93% cheaper and has lower latency. It supports function calling, Structured Outputs, streaming, and developer messages. Jul 18, 2024 · GPT-4o ("o" for "omni") and GPT-4o mini are natively multimodal models designed to handle a combination of text, audio, and video inputs, and can generate outputs in text, audio, and image formats. You can also choose between three reasoning effort options—low, medium, and The official Python library for the OpenAI API. Azure OpenAI Service documentation. Jan 17, 2023 · We used Python 3. By default, agents produce plain text (i. 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. Azure OpenAI Service provides access to OpenAI's models including o-series, GPT-4o, GPT-4o mini, GPT-4, GPT-4 Turbo with Vision, GPT-3. Supplying a schema for tools or as a response format is as easy as supplying a Pydantic or Zod object, and our SDKs will handle converting the data type to a supported JSON schema, deserializing the JSON response into the typed data structure automatically, and parsing refusals if they arise. Spinning Up Documentation, Release 1. Educational framework exploring ergonomic, lightweight multi-agent orchestration. Share your own examples and guides. 4, 5, 6 Because Whisper was trained on a large and diverse dataset and was not fine-tuned to any specific one, it does not beat models that specialize in LibriSpeech performance, a famously competitive benchmark in speech recognition. To run these examples, you'll need an OpenAI account and associated API key (create a free account here). env file at the root of your repo containing OPENAI_API_KEY=<your API key> , which will be Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 10. OpenAI offers a few built-in tools when using the OpenAIResponsesModel: The WebSearchTool lets an agent search the web. There must be exactly one element in the array. To configure ChatOpenAI to return this summary, specify the reasoning parameter: May 14, 2023 · I created an OpenAI Python API cheat sheet with the commands I use most often (incl. Apr 16, 2025 · OpenAI Python API. Function tools: Turn any Python function into a tool, with automatic schema generation and Pydantic-powered validation. A common choice is to use Pydantic objects, but we support any type that can be wrapped in a Pydantic TypeAdapter - dataclasses, lists, TypedDict, etc. Feb 7, 2023 · OpenAI Python Library. 9. 1 or higher installed on your system An OpenAI API key Step 1: Install the OpenAI Python Library First, we need to install the latest Python client library (currently v0. OpenAI can return a summary of the model's reasoning (although it doesn't expose the raw reasoning tokens). 27. These models spend more time processing and understanding the user's request, making them exceptionally strong in areas like science, coding, and math compared to previous iterations. The library includes type definitions for all request params and response fields, Apr 21, 2025 · In this article, we will be discussing how you can leverage the power of AI and make your day-to-day tasks a lot easier by using the OpenAI APIs (Application Programming Interface) that allow developers to easily access their AI models and Integrate them into their own applications using Python. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 9 and PyTorch 1. The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language. And, though it’s mentioned on the site, I’ll say it here: those docs are unofficial and unsupported! Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 2Why We Built This One of the single most common questions that we hear is If I want to contribute to AI safety, how do I get started? At OpenAI, we believe that deep learning generally—and deep reinforcement learning specifically—will play central roles in the development of powerful AI technology. We used Python 3. Jan 31, 2025 · Today we’re releasing the latest model in our reasoning series, OpenAI o3-mini, and you can start using it now in the API. 4 at time of writing). Thought I’ll share it here as some seem to struggle with basic commands. (Python SDK) Assistants Jan 12, 2024 · Unofficial documentation for OpenAI's Python library I’m still hacking on it so things might move around a bit, but you can click around and see what’s there, at least. Get your environment ready for Open AI API integration with Python. Gym is a standard API for reinforcement learning, and a diverse collection of reference environments#. ! pip install --upgrade openai Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. generating images with DALL-E). To begin, open your terminal or command prompt and install the OpenAI Python library using the following command: pip install openai Our API platform offers our latest models and guides for safety best practices. Some OpenAI models will generate separate text content illustrating their reasoning process. 59. The Gym interface is simple, pythonic, and capable of representing general RL problems: OpenAI 中文文档 . Jun 11, 2020 · In addition to being a revenue source to help us cover costs in pursuit of our mission , the API has pushed us to sharpen our focus on general-purpose AI technology—advancing the technology, making it usable, and considering its impacts in the real world. . OpenAI接口文档中文版，助力大语言模型LLM应用开发、chatGPT应用开发。 我们提供了一个Python库，您可以按照以下方式进行 Dec 30, 2024 · Hey guys! Interested in the booming world of Generative AI? Let’s discuss how to call the OpenAI API using Python in Jupyter Notebook! This is a great first step to experimenting with various Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Managed by OpenAI Solution team. Aug 6, 2024 · Our Python and Node SDKs have been updated with native support for Structured Outputs. jxjed qgfzi ohxccx cba qwnj slccdfm kfb jbbupq aiiwbmnt zzw bjwi xjgi izqs lzrjcg ndui