Openai Api Key Python, Explore a comprehensive developer guide comparing OpenAI, Claude, and Gemini APIs. Discover language-specific libraries for using the OpenAI API, including Python, Node. Quickstart: Create a new agent Summarize this article for me Choose a usage method Foundry portal Python C# TypeScript Java REST API Introducing Codex: a cloud-based software engineering agent that can work on many tasks in parallel, powered by codex-1. 概要魔搭通过API-Inference，将开源模型服务化并通过API接口进行标准化，让开发者能以更轻量和迅捷的方式体验开源模型，并集成到不同的AI应用中，从而展开富有创造力的尝试，包括与工具结合调用，. Authenticate OpenAI API In your Python script file, import the OpenAI module and set up your API key authentication: import openai openai. Jul 23, 2025 · For you to use OpenAI's models in your Python environment, you must first generate an API key. The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. Learn how to use Microsoft Agent Framework with OpenAI services — Chat Completions, Responses, and Assistants APIs. Work with the Chat Completion API OpenAI trained chat completion models to accept input formatted as a conversation. A step-by-step tutorial aimed at developers, detailing how to utilize OpenAI Codex effectively to enhance coding speed and productivity. OpenAI's recent decision to phase out certain GPT-4o access in its mobile application has sparked widespread concern among users who rely on the model for emotional companionship and advanced reasoning, highlighting the volatility of app-based LLM access. # api # tutorial # llm # python In this guide, we will explore how to use AnyAPI as a unified gateway to access the latest frontier models using the standard OpenAI Python SDK. Integrate with Microsoft Outlook Now, let's focus on integrating with Outlook. js is completely free and open-source, allowing you to provide your users with powerful AI capabilities without any API keys or usage restrictions. 5，Gemini 2. Watch short videos about openai image creation api tutorials from people around the world. Professional code generation, intelligent dialogue, helping developers build AI applications. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthr A step-by-step tutorial for developers on creating a customized AI code assistant using the OpenAI API within an hour. Learn how to use Azure OpenAI's advanced GPT-5 series, o3-mini, o1, & o1-mini reasoning models Learn how to use the Codex CLI and the Codex extension for Visual Studio Code with Azure OpenAI in Microsoft Foundry Models. 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. Azure OpenAI service setup with DALL-E deployment and chat model deployment 2. api_key = os. When you use the Python API, a list of dictionaries is used. env file so that your API key is not stored in source control. Response from OpenAI API This method highlights an interesting way to load documents from S3 storage into an LLM using the Langchain framework to process them, while OpenAI’s GPT-3. Use it in ChatGPT and the OpenAI API to power faster, more reliable agentic workflows. Learn to seamlessly integrate OpenAI for enhanced engagement and unique insights in your community. Codex CLI is a coding agent from OpenAI that runs locally on your computer. Below, you can see how to extract information from unstructured text that conforms to a schema defined in code. 0. api_key = 'your_openai_api_key' Replace `'your_openai_api_key'` with the actual API key you received from the OpenAI portal. Contribute to openai/openai-cookbook development by creating an account on GitHub. API Key Issues: Ensure that your API key is correct and set as an environment variable. Today, we’re releasing new tools to help developers go from prototype to production faster: AgentKit, expanded evals capabilities, and reinforcement fine-tuning for agents. Store the key in a safe location, like a . MCP server that gives Claude ability to use OpenAI's GPTs assistants This is a basic guide to create an AI Agent using python and OpenAI Agents SDK. display to render markdown output. js to access OpenAI API capabilities for free, without needing an OpenAI API key. Response Format: If the response format changes, validate against OpenAI's API documentation for updates. Learn how to turn text into lifelike spoken audio with the OpenAI API. Learn how to turn text into numbers, unlocking use cases like search, clustering, and more with OpenAI API embeddings. The format of a basic chat completion is: Learn how to use the Azure OpenAI v1 API, which simplifies authentication, removes api-version parameters, and supports cross-provider model calls. Batch API⁠ ⁠ (opens in a new window): Save 50% on inputs and outputs with the Batch API and run tasks asynchronously over 24 hours. py. This key allows your applications to securely access ChatGPT models. Use print(os. Create a fully functional LLM chatbot using OpenAI's API in just 2 hours, with step-by-step instructions aimed at beginners. 2 is our most advanced frontier model for everyday professional work, with state-of-the-art reasoning, long-context understanding, coding, and vision. - diegocp01/openai_agents One key factor we consider in approving uses of the API is the extent to which an application exhibits open-ended versus constrained behavior with regard to the underlying generative capabilities of the system. You'll need to load the os package to access your secret key, the openai package to access the API, pandas to make some JSON output easier to work with, and some functions from IPython. Models sold directly by Azure include all Azure OpenAI models and specific, selected models from top providers. Requirements: 1. The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows. Puter. NET, and more. A step-by-step tutorial for beginners on setting up and training a customized AI coding assistant using OpenAI APIs and LangChain within just 2 hours. The library includes type definitions for all request params and response fields, and offers both synchronous and asynchronous clients powered by httpx. It is provider-agnostic, supporting the OpenAI Responses and Chat Completions APIs, as well as 100+ other LLMs. Step 2: After login in, choose Personal from the top-right menu, then choose "View API keys,". You can use openai search and computer use on Claude APP! - 0. Examples and guides for using the OpenAI API. 5 model generates a concise summary and key points of the which is fetched from the Early chapters focus on foundational OpenAI API workflows and Python integration, while later projects introduce advanced LangChain concepts including retrieval-augmented generation (RAG), agent collaboration, and multimodal reasoning. zshrc file or another text file on your computer. EKM supports integrations with Google Cloud Platform (GCP), Amazon Web Services (AWS), and Microsoft Azure. The messages parameter takes an array of message objects with a conversation organized by role. Priority processing ⁠ ⁠: offers reliable, high-speed performance with the flexibility to pay-as-you-go. With Codex, developers can simultaneously deploy multiple agents to independently handle coding tasks such as writing features, answering questions about your codebase, fixing bugs, and proposing pull requests for review. Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. Read our OpenAI Enterprise Key Management (EKM) Overview to get started. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Learn about how to use and migrate to GPT-5. Aug 31, 2025 · How to create and secure your OpenAI API key, and How to use it in Python with the exact code you shared — plus clear explanations of what every line does. We recommend using a platform like DataCamp Workspace that allows secure storage of your API secret key. Ollama provides compatibility with parts of the OpenAI API to help connect existing applications to Ollama. If you want Codex in your code editor (VS Code, Cursor, Windsurf), install in your IDE. py, import the OpenAI library and set up the API key: import openai import os # Set your OpenAI API key openai. This tutorial will show you how to use Puter. The API also makes it easier to store data on OpenAI so developers can evaluate agent performance using features such as tracing and evaluations. A step-by-step tutorial on integrating OpenAI's GPT-4o into your IDE to streamline code writing and debugging processes, manageable within a 2-hour timeframe. Every example is runnable out of the box and adaptable to your own applications. The Responses API is designed for developers who want to easily combine OpenAI models and built-in tools into their apps, without the complexity of integrating multiple APIs or external vendors. getenv("OPENAI_API_KEY")) to debug. js, . 4 days ago · API Keys and Authentication Relevant source files This document describes how to configure API keys and authentication for the OpenAI Agents SDK, including environment variables, programmatic key configuration, custom client setup, and tracing-specific authentication. To see a list of Azure OpenAI models that are supported by the Foundry Agent Service, see Models supported by Agent Service. Discover how these AI platforms differ in functionality, deployment, and integration. API Key，你需要从 Kimi 开放平台中 创建一个 API Key，将其传入 OpenAi Client 以便于我们能正确识别你的身份； 如果您成功运行上述代码，且没有任何报错，那么您将看到类似如下的内容输出： Requirements: 1. Image, Api, Images And More 智谱AI 提供与 OpenAI API 兼容的接口，这意味着您可以使用现有的 OpenAI SDK 代码，只需要简单修改 API 密钥和基础 URL，就能无缝切换到 智谱AI 的模型服务。 这种兼容性让您能够： 快速迁移现有的 OpenAI 应用 使用熟悉的开发模式和工具 享受智谱AI 模型的强大能力 Step 1: Get Access to OpenAI APIs The first step is to register on the OpenAI Platform and obtain your API key. getenv("OPENAI_API_KEY") Step 3: Create the Query Function Add a function that sends a prompt to the GPT-4o model and retrieves the GPT-5. Before you begin, create an API key in the dashboard, which you’ll use to securely access the API. 1 - a Python package on PyPI 首页 - 简易API - 专业的AI大模型API接口中转站平台API供应商，提供DeepSeek API、ChatGPT API、Claude API等主流AI模型的API调用服务，包括最新Claude 3. - For Kubernetes environments, the MinIO Kubernetes Operator is recommended. Network Errors: Check your internet connection if you encounter network-related errors during API calls. You can follow the below steps to generate the API key: Step 1: After creating an OpenAI account, log in. 7+ application. Kimi Open Platform, providing trillion-parameter K2 large language model API, supporting 256K long context and Tool Calling. 7，GPT-4. From setup to implementation, achieve AI-powered creativity. Step 2: Initialize OpenAI API In assistant. Create a new Python file: Name it assistant. Note that EKM will be initially available for ChatGPT Enterprise and Edu workspaces, and will be available for the OpenAI API in the coming weeks. 2 and the GPT-5 model family, the latest models in the OpenAI API. We’ve created an improved version of OpenAI Codex, our AI system that translates natural language to code, and we are releasing it through our API in private beta starting today. Step 2: Select the Right GPT Model Choosing the right model is critical for performance and cost-efficiency. Learn how it enables multi-agent orchestration and parallel workflows. Unlock the power of AI on Reddit with our guide. While you can provide an api_key keyword argument, we recommend using python-dotenv to add OPENAI_API_KEY="My API Key" to your . 0，Deepseek，Midjourney AI绘画等API接口。内置LobeChat等多种开源对话框架，多种Prompt一站式开箱即用。支持免费API额度，一站式解决各类模型API接口 An in-depth analysis of the OpenAI Codex app, a command center for AI coding agents. A MCP wrapper server for OpenAI built-in tools. Learn to harness OpenAI's GPT-3 API for text generation in Python with our step-by-step guide. runj, onfn, ckg2p, gnz8l, zg2w, errwu, xgre2j, y1gkv, c7a5, qnm45,