Feb 15, 2024 · For example, once in an OpenAI product, our text classifier will check and reject text input prompts that are in violation of our usage policies, like those that request extreme violence, sexual content, hateful imagery, celebrity likeness, or the IP of others. It is designed for both interactive development sessions and long, independent execution of complex engineering tasks. Setup In the OpenAIWebAPI project directory, create a file called appsettings. Check out the examples folder to try out different examples and get started using the OpenAI API. Turn GitHub Copilot into OpenAI/Anthropic API compatible server. Mar 26, 2025 · From OpenAI docs on Responses API: The Responses API is our newest core API and an agentic API primitive, combining the simplicity of Chat Completions with the ability to do more agentic tasks. Perplexity is a free AI-powered answer engine that provides accurate, trusted, and real-time answers to any question. Prerequisites . Start using Codex in your IDE, CLI, or the cloud Create a new video generation job from a prompt and optional reference assets. Starting to roll out today to everyone, beginning with paid users. Choose the resources that best align with your project requirements and integrate them into your development workflow. Nov 13, 2025 · GPT-5. Sora is a new OpenAI app for creating short videos with synchronized audio. When you send a request, the model autonomously plans sub-questions, uses tools like web search and code execution, and produces a final structured response. 1 day ago · Purpose and Scope This page documents the /v1/chat/completions endpoint, which provides OpenAI-compatible chat completion functionality for the deepseek-free-api proxy service. This endpoint is the primary API interface and follows OpenAI's chat completions API format, allowing seamless integration with OpenAI SDKs and compatible clients. This repository contains a reference client aka sample library for connecting to OpenAI's Realtime API. You will see GPT-3, ChatGPT, and GPT-4 models in action. The upgraded model is rolling out to all ChatGPT users today and is also available in the API as GPT-Image-1. Here’s a concise guide to help you get started: File Uploads FAQ We’re adding a new capability to upload and work with different types of documents inside ChatGPT. The model supports building projects from scratch, feature development, debugging, large-scale refactoring, and code 6 days ago · Sample code and API for GPT-5. We’ve designed the API to be both simple for anyone to use but also flexible enough to make machine learning teams more productive. Here’s a simple example to get started: 1. tools: Learn how to implement OAI hosted tools such as: Web search and web search with filters File search Code interpreter Computer use Image Nov 10, 2025 · This project contains a minimal Web API that show how to use the OpenAI reference implementation in the Microsoft. 2 and the GPT-5 model family, the latest models in the OpenAI API. Dec 16, 2022 · Knowing how many tokens are in a text string can tell you (a) whether the string is too long for a text model to process and (b) how much an OpenAI API call costs (as usage is priced by token). This library is in beta and should not be treated as a final implementation. Share your own examples and guides. Codex is included with ChatGPT Plus, Pro, Business, Edu, and Enterprise plans. The easiest way to get playing with the API right away is to Since this server is compatible with OpenAI API, you can use it as a drop-in replacement for any applications using OpenAI API. NET 9 with C#. Jun 11, 2020 · The API also allows you to hone performance on specific tasks by training on a dataset (small or large) of examples you provide, or by learning from human feedback provided by users or labelers. js! This tutorial guides you through building AI-powered apps with practical examples, covering setup, security, and best practices. 2-Codex OpenRouter normalizes requests and responses across providers for you. - microsoft/sample-app-aoai-chatGPT This repository provides a collection of examples demonstrating how to use the OpenAI APIs with the Node. Step 1: Set up an Isolated Code Execution Environment Lets define a Dockerized container environment that will be used to execute our code. May 21, 2025 · OpenAI discards header values and all but the schema, domain, and subdomains of the MCP server_url after each request. Learn how to use Azure OpenAI's new stateful Responses API. Usable with Claude Code! - ericc-ch/copilot-api Jul 28, 2025 · OpenAI Codex: What is it, how to access it, steps to login, examples on how to use OpenAI Codex for software development tasks. Extensions. Nov 16, 2023 · What you will learn in this article Get your own OpenAI API key from HKUST API Developer Portal Use your OpenAI API key in Python Some possible use cases (with sample code): Name Entity Recognition (NER): Identify and extract named entities from text, such as names of people, locations, etc. Install and configure the Claude Code extension for VS Code. It can read, change, and run code on your machine in the selected directory. Examples and guides for using the OpenAI API. Encodings Encodings specify how text is converted into tokens. import os from dotenv import load_dotenv import asyncio from agents import Agent, Runner, set_default_openai_api from agents. Learn how to use Azure OpenAI's advanced GPT-5 series, o3-mini, o1, & o1-mini reasoning models The from field takes the form openai:model_id where model_id is the model ID of the OpenAI model, valid model IDs are found in the {endpoint}/v1/models API response. Browse through the available resources, including code snippets and solution guides. NET 8 SDK Visual Studio or VS Code An Open AI API key. Get AI coding assistance with inline diffs, @-mentions, plan review, and keyboard shortcuts. It’s open source and built in Rust for speed and efficiency. With the OpenAI API, you can use a large language model to generate text from a prompt, as you might using ChatGPT. Example code and guides for accomplishing common tasks with the OpenAI API. To create a custom voice, you’ll provide a short sample audio reference that the model will seek to replicate. This repository contains a collection of sample apps Dec 17, 2025 · Bring your tools and data into ChatGPT so you can search, reference, and work faster — all without leaving the conversation. Explore developer resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's platform. env file at the root of the project and add the following line (see . Structured Outputs is an OpenAI API feature that ensures responses and tool calls adhere to a defined JSON schema. If you invite a group with edit access level, all members who join will be able to edit, even if you set specific individuals to chat access. Custom voices are limited to eligible customers. env. Explore examples of how to use the OpenAI API. The app is designed for low-friction, collaborative creation - make something from text or a photo, remix what you love, and share with friends. Explore examples for ChatGPT, embeddings, image generation, and streaming. You can use it to easily prototype conversational apps. The specific website we will use is the LLM Powered Autonomous Agents blog post by Lilian Weng, which allows us to ask questions about the contents of the post. Contact sales at sales@openai. It’s powered by our next-generation model, Sora 2, which improves realism, physics, and instruction-following. You can find a full listing of available models here. Learn about their features and how they compare to GPT-4o models. Jul 7, 2025 · I’m currently exploring ways to use the OpenAI API to clean or normalize inconsistent data in CSV files—for example, variations in company names, addresses, etc. This cookbook will provide a brief introduction to the Deep Research API and how to use it. Jun 25, 2025 · Unlike ChatGPT where this process is abstracted away, the API provides direct programmatic access. Oct 6, 2025 · Example apps for the Apps SDK. mjs and copy the example code into it: Learn about OpenAI's products, APIs and developer tools for building AI applications. The official Python library for the OpenAI API. Learn how to understand or generate images with the OpenAI API. Start using Codex in your IDE, CLI, or the cloud Nov 12, 2025 · We’re upgrading GPT-5 while making it easier to customize ChatGPT. Here's a simple example using the Responses API, our recommended API for all new projects. Authorization keys and the server URL must be included with every API call. The OpenAI Cookbook shares example code for accomplishing common tasks with the OpenAI API. env file. example for reference): A key choice to make when generating content through the API is which model you want to use - the model parameter of the code samples above. You can ignore these events. Below, you can see how to extract information from unstructured text that conforms to a schema defined in code. Complete reference documentation for the OpenAI API, including examples and code snippets for our endpoints in Python, cURL, and Node. Best practices or recommended approaches would be incredibly helpful! Batch API⁠ ⁠ (opens in a new window): Save 50% on inputs and outputs with the Batch API and run tasks asynchronously over 24 hours. Oct 25, 2020 · The official Python library for the OpenAI API. Includes OpenAI SDK for Python, TypeScript, Go and Java examples using the Responses API. This capability builds on our existing Advanced Data Analysis model (formerly known as Code Interpreter) to improve performance on text-rich documents including PDFs, Microsoft Word documents, and presentations. Priority processing ⁠ ⁠: offers reliable, high-speed performance with the flexibility to pay-as-you-go. Oct 13, 2023 · We’ll guide you through creating an OpenAI account, obtaining API keys, and choosing the best OpenAI model for your needs. You’ll learn how to perform tasks like text classification, code generation, language translation, and image generation using the OpenAI API in Python. The examples are organized by API, with each folder dedicated to a specific API: Chat Completions Assistants Fine-tuning Embeddings Moderation Batch Processing Images Within each folder, you'll find a basic example to get started. With the OpenAI SDK installed, create a file called example. > As model capabilities evolve, the Responses API is a flexible foundation for building action-oriented applications, with built-in tools: Web search Integrate OpenAI API into Node. Dec 16, 2025 · The new ChatGPT Images is powered by our flagship image generation model, delivering more precise edits, consistent details, and image generation up to 4× faster. By implementing a simple weather agent across the OpenAI SDK, OpenAI Agents SDK, LangChain, LangGraph, and the Microsoft Agent Framework. Set the OPENAI_API_KEY environment variable globally in your system Set the OPENAI_API_KEY environment variable in the project: Create a . See below for the full code snippet: Feb 3, 2025 · OpenAI API key: set up on your local machine as an environment variable or in the . Explore the capabilities of OpenAI's o1 series for complex reasoning and problem-solving. Responses OpenAI's most advanced interface for generating model responses. Supports text and image inputs, and text outputs. local. The repository for all Azure OpenAI Samples complementing the OpenAI cookbook. Create stateful interactions with the model, using the output of previous responses as input. Sep 18, 2025 · Learn how to use OpenAI in . AI. 1 day ago · This blog demonstrated how the OCI OpenAI package makes it easy to build agentic applications on OCI Generative AI using multiple frameworks. For example, if you invite a group with chat access level, you can then provide edit permissions to specific members of the group by updating their individual access level in the sharing pane. To run these examples, you'll need an OpenAI account and associated API key (create a free account here). Preview In this guide we’ll build an app that answers questions about the website’s content. OpenAI's API provides powerful tools for Natural Language Processing (NLP) Using the OpenAI API in Python is straightforward, especially with the official OpenAI Python library and available quickstart examples. To run these examples, you'll need an OpenAI account and associated API key (create a free account). 1 is exceptionally strong at coding, and with the new code-editing and command-execution tools available in the Responses API, it’s This repository contains a NextJS sample app built on top of the Sora Video API and OpenAI SDK. OpenAI client support with minimal code changes to swap between OpenAI and Azure OpenAI when using key-based authentication. Oct 1, 2025 · You might also see some MCP events warnings about format. js SDK. example for reference): Apr 7, 2023 · Sample code for a simple web chat experience through Azure OpenAI, including Azure OpenAI On Your Data. Contribute to openai/openai-cookbook development by creating an account on GitHub. Contribute to openai/openai-apps-sdk-examples development by creating an account on GitHub. Includes best practices for dependency injection, AOT, minimal APIs, and production deployment. reasoning_content: Examples demonstrating how to work with reasoning content and structured outputs. Learn how to use the OpenAI API to generate human-like responses to natural language prompts, analyze images with computer vision, use powerful built-in tools, and more. . For example, another way to query the server is via the openai Python package: Code Codex CLI is a coding agent from OpenAI that runs locally on your computer. LiveKit is an open source WebRTC project that gives you everything needed to build scalable and realtime audio and/or video experiences in your applications. mcp import MCPServerStdio load_dotenv(override=True) # load the API key from the . com to learn more. Contribute to openai/openai-python development by creating an account on GitHub. Oct 6, 2025 · OpenAI for developers Docs and resources to help you build with, for, and on OpenAI. These voices can be used for audio output with the Text to Speech API, the Realtime API, or the Chat Completions API with audio output. env file in the root directory. It provides a simple UI for experimentation, using text prompts and optionally image inputs to generate and remix videos. json with the following content. We can create a simple indexing pipeline and RAG chain to do this in ~40 lines of code. This repository contains a collection of sample apps This repository provides a collection of examples demonstrating how to use the OpenAI APIs with the Node. Apr 28, 2023 · To start leveraging the Azure OpenAI Code Samples Repository, follow these simple steps: Visit the Azure OpenAI Code Samples Repository on GitHub. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Jul 23, 2025 · This API empowers developers to effortlessly integrate cutting-edge AI capabilities into their applications, regardless of the programming language they choose to work with. Writing and running code iteratively to solve problems—for example, a model that writes code that fails to run can keep rewriting and running that code until it succeeds Boosting visual intelligence in our latest reasoning models (like o3 and o4-mini). For more details, see the OpenAI documentation. The model can use this tool to crop, zoom, rotate, and otherwise process and transform images. Models can generate almost any kind of text response—like code, mathematical equations, structured JSON data, or human-like prose. If you want Codex in your code editor (VS Code, Cursor, Windsurf), install in your IDE. 1-Codex optimized for software engineering and coding workflows. 6 days ago · Sample code and API for OpenAI: GPT-5. 5. research_bot: Simple deep research clone that demonstrates complex multi-agent research workflows. OpenAI API Quickstart - Python This repository hosts multiple quickstart apps for different OpenAI API endpoints (chat, assistants, etc). Availability Available now to all ChatGPT Plus and ChatGPT 20 hours ago · OpenAI testing ads in ChatGPT marks a significant shift for one of the world’s most widely used AI products, which boasts more than 800 million weekly active users. These values won’t appear in response objects. **Install the OpenAI Pytho OpenAI's API provides powerful tools for Natural Language Processing (NLP) Using the OpenAI API in Python is straightforward, especially with the official OpenAI Python library and available quickstart examples. Learn about how to use and migrate to GPT-5. Set the OpenAI API key: 2 options: Set the OPENAI_API_KEY environment variable globally in your system Set the OPENAI_API_KEY environment variable in the project: Create a . Learn more about what’s included. Realtime API Agents Demo This is a demonstration of more advanced patterns for voice agents, using the OpenAI Realtime API and the OpenAI Agents SDK. You can learn more about OpenAI API key and set it up from here. Codex CLI is OpenAI’s coding agent that you can run locally from your terminal. Code samples have been provided for both the v1 API (now GA for Responses API), and also the older API versions. In addition to supporting JSON Schema in the REST API, the OpenAI SDKs for Python and JavaScript also make it easy to define object schemas using Pydantic and Zod respectively. Schemas use “strict” mode when possible, otherwise they’re loaded as-is. Jan 18, 2023 · Open-source examples and guides for building with the OpenAI API. js. Embed a widget to build your own chat experiences. Jan 13, 2026 · Learn about the new features of Gemini 3 in the Gemini API. Build with Agent Builder and the Agents SDK Design agents on a visual-first canvas or in a code-first environment—both powered by the Responses API. This makes building with our models more reliable, bridging the gap between unpredictable model outputs and deterministic workflows. Jan 5, 2026 · Deploy Azure OpenAI with GPT-5-mini using one CLI command. Browse a collection of snippets, advanced techniques and walkthroughs. 2-Codex is an upgraded version of GPT-5. Using the OpenAI API in Python is straightforward with the official OpenAI Python library. Different models use different encodings. If anyone has tried something similar, I’d really appreciate any tips, references, or examples you could share. - GitHub - Azure-Samples/openai: The repository for all Azure OpenAI Samples complementing the OpenAI cookbook. Remove Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Extend the model's capabilities with built-in tools for file search, web search, computer use, and more. By leveraging the OpenAI Python API, developers can unlock advanced AI functionalities and enhance the intelligence and performance of their software solutions. OpenAI NuGet package. Preview, download, remix, or retry finished runs without leaving the page. 2-Codex - GPT-5.

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