Openai documentation python 我们提供了一个 Python 库，你可以按如下方式安装： Gymnasium is a maintained fork of OpenAI’s Gym library. 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. . 7. To configure ChatOpenAI to return this summary, specify the reasoning parameter: Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Feb 7, 2023 · OpenAI Python Library. 犀牛书 在线 Python 库 . Installation 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. Find out how to generate API keys, install packages, fine-tune models, and more. 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 Gym interface is simple, pythonic, and capable of representing general RL problems: Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. See examples of how to create, update, and run assistants in Python with the OpenAI SDK. 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. Getting Started With OpenAI Gym: The Basic Building Blocks; Reinforcement Q-Learning from Scratch in Python with OpenAI Gym; Tutorial: An Introduction to Reinforcement Learning Using OpenAI Gym Apr 16, 2025 · OpenAI Python API. OpenAI 中文文档 . Contribute to openai/openai-python development by creating an account on GitHub. 11 and recent PyTorch versions. 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. To begin, open your terminal or command prompt and install the OpenAI Python library using the following command: pip install openai You are currently on a page documenting the use of OpenAI text completion models. Thought I’ll share it here as some seem to struggle with basic commands. This package provides a Python API for OpenAI, based on the official API documentation and wraps-up original OpenAI API. 5-Turbo, GPT-image-1 and Embeddings model series with the security and enterprise capabilities of Azure. 9 and PyTorch 1. This includes detailed tutorials, code examples, and a community forum where developers can ask questions and share their experiences. There must be exactly one element in the array. Feb 12, 2024 · In addition to providing access to its models, OpenAI also offers extensive documentation and support for developers using its Python API. Set an environment variable called OPENAI_API_KEY with your API key. Jan 8, 2025 · With the following steps, you can ensure a smooth integration process and eliminate any setup-related hiccups. The script I’ve provided is linear, progressing through building the 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. It has a memory of 14KB for Python code, compared to GPT‑3 which has only 4KB—so it can take into account over 3x as much contextual information while performing any task. Install the OpenAI Python Library. Jul 4, 2023 · Learn how to use the OpenAI API in Python to execute tasks like text classification, chat completion, code generation, moderation, language translation, text to speech, and image generation with… Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. See examples of text, image, and audio generation with the Responses, Chat Completions, and Realtime API. The Gymnasium interface is simple, pythonic, and capable of representing general RL problems, and has a compatibility wrapper for old Gym environments: We used Python 3. Our API platform offers our latest models and guides for safety best practices. generating images with DALL-E). The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language. May 14, 2023 · I created an OpenAI Python API cheat sheet with the commands I use most often (incl. The official Python library for the OpenAI API. Aug 6, 2024 · Our Python and Node SDKs have been updated with native support for Structured Outputs. 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. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Explore developer resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's platform. See full list on github. com Learn how to use the openai Python library to access the OpenAI REST API from any Python 3. Nov 11, 2023 · How to use DALL-E 3 in the API. 1 to train and test our models, but the codebase is expected to be compatible with Python 3. (Python SDK) Assistants To run these examples, you'll need an OpenAI account and associated API key (create a free account here). Unless you are specifically using gpt-3. Get your environment ready for Open AI API integration with Python. Browse a collection of snippets, advanced techniques and walkthroughs. Because new versions of the OpenAI Python library are being continuously released - and because API Reference and Cookbooks, and github are USELESS to describe what to do with the data return (or even show how to catch the API return) - I thought I’d demonstrate a basic application for you. OpenAI can return a summary of the model's reasoning (although it doesn't expose the raw reasoning tokens). Apr 21, 2025 · Learn how to use OpenAI's pre-trained AI models in Python with this comprehensive guide. Feb 15, 2024 · Name Type Required Description; data_sources: DataSource[]: True: The configuration entries for Azure OpenAI On Your Data. Share your own examples and guides. The library includes type definitions for all request params and response fields, and offers both synchronous and asynchronous clients powered by httpx . Alternatively, in most IDEs such as Visual Studio Code, you can create an . This project is no longer under active development or maintenance since 2024-04-16. The codebase also depends on a few Python packages, most notably OpenAI's tiktoken for their fast tokenizer implementation. 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. 10. Mar 3, 2023 · Prerequisites Before starting, you will need to have: Python 3. Mar 10, 2022 · Open-source examples and guides for building with the OpenAI API. The library includes type definitions for all request params and response fields, Function tools: Turn any Python function into a tool, with automatic schema generation and Pydantic-powered validation. 8-3. Sep 2, 2022 · Open-source examples and guides for building with the OpenAI API. 0) for the OpenAI API. Aug 10, 2021 · OpenAI Codex is most capable in Python, but it is also proficient in over a dozen languages including JavaScript, Go, Perl, PHP, Ruby, Swift and TypeScript, and even Shell. 8+ application. Nov 10, 2023 · Learn how to use the new Assistants API to create assistant-like experiences with powerful tools like Code Interpreter and File Search. 9. The latest and most popular OpenAI models are chat completion models. Azure OpenAI Service documentation. 27. See OpenAI's reasoning documentation for details. Some OpenAI models will generate separate text content illustrating their reasoning process. Function tools: Turn any Python function into a tool, with automatic schema generation and Pydantic-powered validation. ⚠️ Project Status Notice. Gym is a standard API for reinforcement learning, and a diverse collection of reference environments#. The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. 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. Tutorials. 5-turbo-instruct, you are probably looking for this page instead. 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. dotipqcaxhxncutyijwwpljrvlxchrcqkekqtskmxmkgjilyrgcaqkgtupmcxgbwfggliicjkjifykahkh