Openai python documentation.

Openai python documentation 5-turbo-instruct, you are probably looking for this page instead. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. If you want the agent to produce a particular type of output, you can use the output_type parameter. Apr 16, 2025 · OpenAI Python API. You are currently on a page documenting the use of OpenAI text completion models. ! pip install --upgrade openai Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Unless you are specifically using gpt-3. generating images with DALL-E). Alternatively, in most IDEs such as Visual Studio Code, you can create an . See OpenAI's reasoning documentation for details. The official Python library for the OpenAI API. 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. You can also choose between three reasoning effort options—low, medium, and The official Python library for the OpenAI API. By default, agents produce plain text (i. Nov 10, 2023 · Python SDK. Some OpenAI models will generate separate text content illustrating their reasoning process. Spinning Up Documentation, Release 1. ⚠️ Project Status Notice. Install the OpenAI Python Library. 犀牛书 在线 Python 库 . The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. Browse a collection of snippets, advanced techniques and walkthroughs. 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. Mar 10, 2022 · Open-source examples and guides for building with the OpenAI API. Feb 15, 2024 · Name Type Required Description; data_sources: DataSource[]: True: The configuration entries for Azure OpenAI On Your Data. Educational framework exploring ergonomic, lightweight multi-agent orchestration. 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. Set an environment variable called OPENAI_API_KEY with your API key. The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language. Thought I’ll share it here as some seem to struggle with basic commands. 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. - openai/swarm Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 59. Function tools: Turn any Python function into a tool, with automatic schema generation and Pydantic-powered validation. We used Python 3. 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. It supports function calling, Structured Outputs, streaming, and developer messages. Managed by OpenAI Solution team. 27. 1 to train and test our models, but the codebase is expected to be compatible with Python 3. . 4 at time of writing). 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. Aug 6, 2024 · Our Python and Node SDKs have been updated with native support for Structured Outputs. 8-3. The library includes type definitions for all request params and response fields, and offers both synchronous and asynchronous clients powered by httpx . 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 ComputerTool allows automating computer use tasks. str) outputs. 11 and recent PyTorch versions. The Gym interface is simple, pythonic, and capable of representing general RL problems: OpenAI 中文文档 . The codebase also depends on a few Python packages, most notably OpenAI's tiktoken for their fast tokenizer implementation. To run these examples, you'll need an OpenAI account and associated API key (create a free account here). 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. Feb 7, 2023 · OpenAI Python Library. Output types. The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. 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. The latest and most popular OpenAI models are chat completion models. (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. e. 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. 9 and PyTorch 1. 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. 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. 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. 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. 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. 9. 8+ application. 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. OpenAI can return a summary of the model's reasoning (although it doesn't expose the raw reasoning tokens). 0) for the OpenAI API. OpenAI offers a few built-in tools when using the OpenAIResponsesModel: The WebSearchTool lets an agent search the web. 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. The FileSearchTool allows retrieving information from your OpenAI Vector Stores. 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. 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. 10. 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 18, 2025 · Azure OpenAI o-series models are designed to tackle reasoning and problem-solving tasks with increased focus and capability. o3-mini can outperform o1 in coding and other reasoning tasks, and is 93% cheaper and has lower latency. Azure OpenAI Service documentation. There must be exactly one element in the array. This project is no longer under active development or maintenance since 2024-04-16. Contribute to openai/openai-python development by creating an account on GitHub. Gym is a standard API for reinforcement learning, and a diverse collection of reference environments#. Get your environment ready for Open AI API integration with Python. Mar 3, 2023 · Prerequisites Before starting, you will need to have: Python 3. 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. Explore developer resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's platform. 7. 5-Turbo, GPT-image-1 and Embeddings model series with the security and enterprise capabilities of Azure. This package provides a Python API for OpenAI, based on the official API documentation and wraps-up original OpenAI API. Jan 17, 2023 · We used Python 3. Sep 2, 2022 · Open-source examples and guides for building with the OpenAI API. Share your own examples and guides. dodbrc iyifzmi qgbo qst aglrgi jgrg uffwemn zfrvb nnpxcz usqieqe ruot stnt kcotp runjar hnqmdhew