Openai api. join(dir_pdfs, f) for f in .

Openai api We plan to launch support for GPT‑4o's new audio and video capabilities to a small group of trusted partners in the API in the coming weeks. Notable OpenAI API-Compatible Services. 5—our largest and best model for chat yet. Mar 11, 2025 · The Responses API is a new API that focuses on greater simplicity and greater expressivity when using our APIs. It is free to use and easy to try. Once you have an account, you can generate an API key from the dashboard. base_url: 设置为UIUIAPI提供的API地址。这告诉OpenAI库将请求发送到UIUIAPI，而非OpenAI官方服务器。UIUIAPI会将请求转发至OpenAI，并将响应返回给你。 4. api_key = os. Explore developer resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's platform. DeepSeek. openai. In that conversation, we discussed RAG and the file_search tool in particular. Credits are valid for a period of 12 months and they can be applied towards any of our publicly available models. 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. OpenAI API 账号风控机制; 3. But these models can also generate outputs that are untruthful, toxic, or reflect harmful sentiments. API Key: A corresponding API key for the Azure OpenAI resource. o1 is the successor to OpenAI o1‑preview ⁠, which developers have already used to build agentic applications to streamline customer support, optimize supply chain decisions, and forecast complex financial Feb 3, 2025 · Researchers can apply for up to $1,000 of OpenAI API credits to support their work. ChatGPT Nov 13, Jan 25, 2025 · The DeepSeek R1 is right now the most popular LLM Model in the world which has surpassed OpenAI's ChatGPT in everyday usage but with its huge popularity and usage, DeepSeek users are encountering confidence issues where the system provides uncertain or inconsistent results. My company has developed a technology called the Elastic Context Window which lets us stretch the context window of most models to be any length. Oct 30, 2024 · Today we’re adding five new voices that you can use with the Realtime API: Ash, Ballad, Coral, Sage, and Verse. This comprehensive guide explores the process of incorporating OpenAI's powerful API into a Next. , 35,000 tokens/month) to prevent overages? If not directly through the API, are there any recommended approaches or best practices for achieving this? Restricting Mar 15, 2021 · The OpenAI API is built to flexibly solve a number of language tasks with a unified text-in, text-out interface. This repository contains a NextJS starter app built on top of the Responses API. js 库或社区维护的库与 API 进行交互。source. You can also choose between three reasoning effort options—low, medium, and Dec 26, 2024 · 随着OpenAI的API在某些地区被限制使用，国内AI开发者和企业开始积极寻找替代方案。国产大模型在此背景下迎来了重要发展机遇，多家科技公司纷纷推出自己的大模型，并提供API接口供开发者使用。 May 20, 2024 · Convert CSV to JSON then use OpenAI Assistant API’s to do retrieval-augmented generation, mean retrieve content from the files. The API also makes it easier to store data on OpenAI so developers can evaluate agent performance using features such as tracing and evaluations. Jul 14, 2022 · In January 2021, OpenAI introduced DALL·E. To resolve, you have two options: Call set_default_openai_api("chat_completions"). Jan 14, 2025 · 还在为国内怎么获取OpenAI API Key发愁？是不是被各种“教程”绕晕了？别慌！今天工具凸我直接甩干货，手把手教你如何快速、安全地拿到OpenAI的API Key，告别繁琐，让你的AI项目加速起飞！这篇教程，不玩虚的，全… Nov 25, 2024 · OpenAI API Key的使用场景. Aug 6, 2024 · For Europe, use https://eu. GPT-4o mini（"o"代表"omni"）是我们在小型模型类别中最先进的模型，也是我们迄今为止最便宜的模型。 Jan 6, 2025 · How do I get an OpenAI API key? You can get an OpenAI API key by signing up on the OpenAI website. Metadata (e. Each token unit is purchased for a minimum of 30 days. "OpenAI Swarm is an experimental framework designed to build, orchestrate, and deploy multi OpenAI API的应用场景非常广泛，涵盖了从自然语言处理到图像生成等多个领域。以下是一些具体的应用场景示例： 自然语言处理和生成：用于自动撰写文章、生成创意文案、构建聊天机器人、客户服务自动化等。 内容创建和编辑 Feb 7, 2025 · An example structure might be https://my-azure-openai-resource-from-portal. It supports function calling, Structured Outputs, streaming, and developer messages. Use natural, steerable voices Examples and guides for using the OpenAI API. 3 days ago · Hi , I’m trying to integrate Twilio with OpenAI’s real-time API tool calling feature, but I’m facing issues where the tool call isn’t working as expected. 4. The organization's commitment to developing safe and beneficial artificial general intelligence has led to the creation of some of the most advanced language models available today. env file dotenv ChatGPT helps you get answers, find inspiration and be more productive. Python实战：玩转OpenAI API. Feb 27, 2025 · Differences between OpenAI and Azure OpenAI GPT-4 Turbo GA Models OpenAI's version of the latest 0409 turbo model supports JSON mode and function calling for all inference requests. Supports multiple open-source models Dec 6, 2024 · As part of the research program, you will get access to our Reinforcement Fine-Tuning API in alpha to test this technique on your domain-specific tasks. Dec 24, 2024 · OpenAI开发者日第九天，多重利好消息引爆开发者社区！全新登录、注册、获取API密钥流程!APIKey现已全面免费开放，实时API升级支持WebRTC，标志着个性化AI助手时代加速到来。更令人惊喜的是，OpenAI宣布APItoken价格大幅下降60%！此次开放的 6 hours ago · OpenAI API-Compatible Alternatives. CloseAI是国内第一家专业OpenAI中转代理，拥有包括阿里、腾讯、百度等数百家企业客户，以及清华大学、北京大学等数十所国内高校科研机构客户，是亚洲规模最大的商用级的OpenAI中转代理平台，支持OpenAI API、Anthropic(Claude) API、Gemini API等多种AI接口中转服务 Dec 28, 2024 · Openai Api开发文档 | Openai Api中文文档 | Openai Api中英双语文档 ChatGPT是由OpenAI开发的一个人工智能聊天机器人程序，于2022年11月推出。该程序使用基于GPT-3. Offers various model sizes; Competitive pricing for production use; DeepInfra. This is automatically employed by OpenAI SDK clients. Platform Overview; Pricing; Consistent access to the most powerful OpenAI models and advanced capabilities like deep research Feb 1, 2023 · We’ll also soon be launching the (ChatGPT API waitlist ⁠ (opens in a new window)), and we are actively exploring options for lower-cost plans, business plans, and data packs for more availability. In Azure OpenAI Studio the limit was 20. api. 5 in the Chat Completions API, Assistants API, and Batch API to developers on all paid usage tiers ⁠ (opens in a new window). Let's break down the process of implementing sentiment analysis using the OpenAI API. GPT‑4. Oct 11, 2024 · A couple weeks ago, I’ve had the opportunity to participate in the OpenAI Builders Lab in Paris, where I was able to explore the potential of the Realtime API. Nov 18, 2024 · This solution is designed with current versions of Flask, Firebase, and OpenAI API in mind, ensuring compatibility and performance (effective Nov 2024). See below. 6 days ago · We’re making improvements to how you build assistants and use tools with the OpenAI API. Example video on OpenAI Assistant API v2. Mar 11, 2025 · from openai import OpenAI from concurrent. OpenAI API可应用于几乎任何涉及理解或生成自然语言、代码或图像的任务。 我们提供一系列具有不同功率水平的模型，适用于不同的任务，以及自己定制模型的微调能力。 这些模型可用于从内容生成到语义搜索和分类等所有任务。 Mar 11, 2025 · 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. Documentation on Assistant API May 1, 2024 · Open-source examples and guides for building with the OpenAI API. Build low-latency, multimodal experiences including speech-to-speech. API Platform. My initial thought was to use a call function to trigger web searches, but I’m concerned about whether the GPT model will . 自动化集成：将OpenAI的文本生成能力集成到现有应用、网站或服务中，实现流程自动化。; 专属大模型应用：利用API Key创建个性化的AI应用，如智能客服、内容推荐系统等。 Responses API support. Jan 11, 2025 · I’m looking for guidance on how to manage billing limits and restrict model access for specific projects using the OpenAI API. API Mar 6, 6 hours ago · OpenAI API key; openai Python package; Installation Steps. Share your own examples and guides. With the public beta release of the Realtime API powered by GPT-4o, developers now have the tools to create low-latency, multimodal voice experiences in their apps, opening up endless possibilities for innovation. API易 平台解决方案（推荐） OpenAI API 稳定 openai-translator Public . Aug 10, 2021 · OpenAI Codex has much of the natural language understanding of GPT‑3, but it produces working code—meaning you can issue commands in English to any piece of software with an API. I can’t speak for OpenAI, but think of it this way: ChatGPT is an AI product; The API is for building AI products. It's crucial to keep your API key secure: Create a file named . Thank you in advance for your help! Dec 4, 2024 · OpenAI has a new Usage API that lets you track API usage and costs programmatically. Oct 17, 2024 · The Chat Completions API now supports audio inputs and outputs using a new model snapshot: gpt-4o-audio-preview . Deployment: The name of the gpt-4o-mini-realtime-preview model that you deployed in the previous section. Jan 2, 2025 · 通过以上步骤，你已经成功获取了OpenAI API，并掌握了基本的调用方法。无论是简单的问答，还是复杂的文本处理，OpenAI API都能为你提供强大的支持。希望这篇文章能够帮助你更好地利用人工智能技术，提升你的项目效率。_国内如何使用openai api The Audit Log API provides Security Teams with complete visibility into the state of their OpenAI Organizations by providing an immutable, auditable log of events that can help identify security issues, compliance risks, and gaps in operational procedures. Puter. Feb 27, 2025 · We’re also previewing GPT‑4. By default, the SDK looks for the OPENAI_API_KEY environment variable for LLM requests and tracing, as soon as it is imported. Basic 您可以通过来自任何语言的 HTTP 请求、通过我们的官方 Python 绑定、我们的官方 Node. Nov 19, 2024 · OpenAI has introduced its new Realtime API. It’s simpler to use and includes built-in tools provided by OpenAI that execute tool calls OpenAI API 介绍 概述 Overview . OpenAI API 区域限制; OpenAI API 401 错误解决方案. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. It leverages built-in tools ( web search and file search ) and implements a chat interface with multi-turn conversation handling. API Nov 20, 2024 4 min read. If you have additional insights, feel free to add/correct. I was amazed by how quickly – 6h – I could build a cooking assistant prototype with a real-time web-based voice interface that uses function calls. Azure OpenAI's version of the latest turbo-2024-04-09 currently doesn't support the use of JSON mode and function calling when making inference requests with image Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. All prompts and completions flow only through EU-based GPU infrastructure, and file storage (for features like Batch API) is in Azure Blob Storage geographically located within Europe. With a ChatGPT Plus, Team or Enterprise account, you have access to 50 messages a week with OpenAI o1 and 50 messages a day with OpenAI o1-mini. join(dir_pdfs, f) for f in The official Python library for the OpenAI API. 10,000 when using the API or Azure AI Foundry portal. Learn how to join the private beta, explore the API, and understand the safety and ethical considerations of the technology. Jan 5, 2021 · CLIP (Contrastive Language–Image Pre-training) builds on a large body of work on zero-shot transfer, natural language supervision, and multimodal learning. I’m looking for a way to allow ChatGPT to provide web search results and return relevant information from the internet. Jun 11, 2020 · OpenAI API provides a general-purpose interface for using new AI models developed by OpenAI on any English language task. Nov 7, 2024 · OpenAI is unlikely to expose a search api and even if they did it would be RAG based which largely doesn’t work very well when reasoning over a large set of web pages. I’ll show you how to use it with Python to enable customizations and interfaces. Take a listen. Driving growth and ‘WOW’ moments with OpenAI. One of the most popular AI-powered platforms is OpenAI, which offers models like GPT-3 and GPT-4 through an easy-to-use API. Oct 12, 2024 · Voice technology is transforming how we interact with machines, making conversations with AI feel more natural than ever before. With the Audit Logs API, they can track: Jan 23, 2025 · You can look at the API (application programming interface) reference on the right, and see how to use an endpoint like “models” to list all models, and then to use example Python code to make that call. Learn more about what the API is capable of, or jump right in and start sending your own requests: Introduction Get an overview of how the API works and how you can interface with the language models in different ways. You aren’t distinguishing yourself if you’d use the same search and model as ChatGPT or any other developer. It is designed for multiple tools, multiple turns, and multiple modalities — as opposed to current APIs, which either have these features bolted onto an API designed primarily for text in and out (chat completions) or need a lot bootstrapping to perform simple actions (assistants api). com. OpenAI API 典型错误信息; OpenAI API 错误分析; OpenAI API 封号原因深度剖析. Audio input that hits the Aug 8, 2023 · I’ve been working on integrating the ChatGPT API into my application, and I’ve encountered a question regarding enabling web search functionality. 1 安装OpenAI Python库 Nov 13, 2024 · 构建一个与OpenAI API兼容的API，为开发者带来了集成自然语言处理、生成式AI等技术的便利。 本文将详细讲解如何使用Python创建一个与OpenAI API兼容的API服务，从而让开发者能够有效利用OpenAI的强大功能。 [2] 我们发布此模型是为了让开发者和研究人员探索 OpenAI 的最新研究。对于生产用途，OpenAI 建议使用针对 API 使用进行了优化的日期版 GPT 模型。 GPT-4o mini. Free, Unlimited OpenAI API. Nov 3, 2024 · it is also possible to use search on the website for free, it would be nice to know if we can also use it from API. Access industry-leading models and tools for text, vision, and code tasks with APIs. If you are unable to set that environment variable before your app starts, you can use the set_default_openai_key() function to set the key. azure. As of the writing date of this post, OpenAI API assistants currently don’t recognize images directly uploaded but the workaround is this: you can upload an image url or via base64 encoded images. The idea of zero-data learning dates back over a decade 8 but until recently was mostly studied in computer vision as a way of generalizing to unseen object categories. I also note that the Completions API is getting new features, such as memory. , billing, organization details) is still stored in the US. To interact with the OpenAI API, you'll need an API key: Visit OpenAI's API key page; Log in or create an account; Generate a new API key (it will start with sk-) Securing Your API Key. js is completely free and open-source, allowing you to provide your users with powerful AI capabilities without any API keys or usage restrictions. Browse a collection of snippets, advanced techniques and walkthroughs. Based on the same advanced voice model powering the Realtime API, audio support in the Chat Completions API lets you: . 要安装官方 Python 绑定，请运行以下命令：source May 13, 2024 · Developers can also now access GPT‑4o in the API as a text and vision model. Max file size for Assistants & fine-tuning: 512 MB 200 MB via Azure AI Foundry portal: Max size for all uploaded files for Assistants: 100 GB: Assistants token limit: 2,000,000 token limit 6 days ago · OpenAI is rolling out new tools to help developers build their own AI agents. DALL·E 2 is preferred over DALL·E 1 when evaluators compared each model. com as your base URL instead of the default endpoint. Back to main menu. 账号更换方案; 3. The ChatGPT Pro plan offers near unlimited access to our o1, o1-mini, and ChatGPT-4o models. This update reinforces our commitments to customizability, transparency, and intellectual freedom to explore, debate, and create with AI without arbitrary restrictions—while ensuring that guardrails remain in place to reduce the risk of real harm. Mar 11, 2025 · Introducing the Responses API The Responses API is a new API primitive that combines the best of both the Chat Completions and Assistants APIs. It is designed to integrate seamlessly with OpenAI's API. api_key: 填写你在UIUIAPI获取的API密钥。 openai. Save 50% on inputs and outputs with the Batch API ⁠ and run tasks asynchronously over 24 hours. Billing Limits: Is there a way to set a maximum billing cap or token usage limit for a project (e. Full support for all OpenAI API models including Completions, Chat, Edits, Embeddings, Audio, Files, Assistants-v2, Images 6 hours ago · Understanding OpenAI and Its Revolutionary API. 官方申诉处理; 2. Core concepts: Agents : LLMs configured with instructions, tools, guardrails, and handoffs Jan 19, 2023 · OpenAI C++ is a community-maintained library for the Open AI API - olrea/openai-cpp Jan 10, 2025 · Artificial Intelligence (AI) tools have become essential in various fields, including content creation, software development, and research. The only change has been to replace @openai/realtime-api-beta with openai-realtime-api and to fix a few types. To start, the Responses API will 6 days ago · Alongside the Responses API, OpenAI released the open source Agents SDK, providing developers with free tools to integrate models with internal systems, implement safeguards, and monitor agent Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 5 is a step forward in scaling up pre-training and post-training. js application, unlocking a world of possibilities for developers and businesses alike. futures import ThreadPoolExecutor from tqdm import tqdm import concurrent import PyPDF2 import os import pandas as pd import base64 client = OpenAI(api_key = os. g. environ["OPENAI_API_KEY"] Implementing Sentiment Analysis with OpenAI API. Monitor tokens by minute/hour/day Filter usage by API key, project ID, user ID, model, and more SwiftOpenAI is a community-maintained, powerful, and easy-to-use Swift SDK. The trend of creating OpenAI API-compatible interfaces has gained significant traction, with numerous providers offering similar functionality. What are some common use cases for an OpenAI-compatible API? Common use cases include text generation, translation, summarization, and even image generation. Data-driven beauty and creativity with ChatGPT. DALL·E 3 has mitigations to decline requests that ask for a public figure by name. 6 hours ago · Obtaining an OpenAI API Key. The OpenAI Agents SDK is a lightweight yet powerful framework for building multi-agent workflows. The SDK uses the Responses API by default, but most other LLM providers don't yet support it. OpenAI Codex empowers computers to better understand people’s intent, which can empower everyone to do more with computers. View contributions We’re excited to see how people use GPT-4 as we work towards developing technologies that empower everyone. Configuring the SDK API keys and clients. Please note that applications are reviewed once every 3 months (in March, June, September, and December). API Mar 12, 2025. Feb 16, 2025 · OpenAI API 401 错误现象. These voices are much more expressive and you can better tune their emotions, accents, and tones to your needs. Contribute to openai/openai-python development by creating an account on GitHub. It combines the simplicity of the Chat Completions API with the powerful tool-use capabilities of the Assistants API. 1. The API key should be placed in an environment variable OPENAI_API_KEY. Jan 27, 2022 · The OpenAI API is powered by GPT‑3 language models ⁠ which can be coaxed to perform natural language tasks using carefully engineered text prompts. Install the OpenAI package: pip install openai Set up your API key: import openai import os openai. Customize our models to get even higher performance for your specific use cases. Feb 14, 2025 · openai. Nov 13, 2024 · Hello, I’ve just got started with the realtime API so my apology if this is a stupid question. Feb 13, 2025 · I just had an interesting conversation with ChatGPT talking about assistants and the assistants API in particular. 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. getenv('OPENAI_API_KEY')) dir_pdfs = 'openai_blog_pdfs' # have those PDFs stored locally here pdf_files = [os. To run the realtime console example: pnpm install cd examples/openai-realtime-console pnpm start Dec 17, 2024 · OpenAI o1 ⁠, our reasoning model designed to handle complex multi-step tasks with advanced accuracy, is rolling out to developers on usage tier 5 ⁠ (opens in a new window) in the API. Supports multiple open-source models 5 days ago · Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. import Fastify from 'fastify'; import WebSocket from 'ws'; import dotenv from 'dotenv'; import fastifyFormBody from '@fastify/formbody'; import fastifyWs from '@fastify/websocket'; // Load environment variables from . Based on your feedback from the Assistants API beta, we’ve built the Responses API — a faster, more flexible, and easier way to create agentic experiences that combines the simplicity of Chat Completions with the tool use and state management of the Assistants API. The model supports key features like function calling, Structured Outputs, streaming, and system messages. We improved safety performance in risk areas like generation of public figures and harmful biases related to visual over/under-representation, in partnership with red teamers—domain experts who stress-test the model—to help inform our risk assessment and mitigation efforts in areas like propaganda and Mar 14, 2023 · Availability GPT‑4 is available on ChatGPT Plus and as an API for developers to build applications and services. I was wondering if there’s a way to retrieve the conversation history (in terms of messages) of the current session. o3-mini can outperform o1 in coding and other reasoning tasks, and is 93% cheaper and has lower latency. 6 hours ago · In the rapidly evolving landscape of web development, the integration of artificial intelligence capabilities has become a game-changer. Just ask and ChatGPT can help with writing, learning, brainstorming and more. 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. Handle any combination of text and audio: Pass in text, audio, or text and audio and receive responses in both audio and text. Accelerating engineering cycles 20% with OpenAI. 5架构的大型语言模型并通过强化学习进行训练。 ChatGPT目前仍以文字方式交互，而除了可以通过人类自然对话 Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 基于 ChatGPT API 的划词翻译浏览器插件和跨平台桌面端应用 - Browser extension and cross-platform desktop application for 6 days ago · What is the Responses API? The Responses API is OpenAI’s newest API designed for simplifying the process of building AI-based applications. 9, 10 A critical insight was to leverage natural language as a Java client library for OpenAI API. js to access GPT-4o and DALL-E capabilities for free, without needing an OpenAI API key. env in your project root; Add your API key to this file: OPENAI_API Feb 27, 2025 · We’re releasing a research preview of GPT‑4. We’re also making our first cost reduction for Realtime with, prompt caching: Text input that hits the cache costs 50% less. Customize models, use playground, and enjoy enterprise-grade features and support. Founded in 2015, OpenAI has rapidly ascended to become a pivotal force in the AI industry. path. This works if you are setting OPENAI_API_KEY and OPENAI_BASE_URL via environment vars. GPT‑4o is 2x faster, half the price, and has 5x higher rate limits compared to GPT‑4 Turbo. You may see 404s or similar issues as a result. This tutorial will show you how to use Puter. It also supports vision capabilities through image inputs. ChatGPT told me that file_search is based on the FileSearch API which is now Feb 12, 2025 · We’re sharing a major update to the Model Spec, a document which defines how we want our AI models to behave. One year later, our newest system, DALL·E 2, generates more realistic and accurate images with 4x greater resolution. Contribute to openai/openai-cookbook development by creating an account on GitHub. You will be asked to provide feedback to help us improve the API ahead of a public release. 6 hours ago · OpenAI API-Compatible Alternatives. The main goal of this SDK is to make it simpler to access and interact with OpenAI's advanced AI models, such as GPT-4, GPT-3, and future models, all within your Swift applications. You can also fine-tune our legacy models ⁠. I encourage you to read the official OpenAI post if you’re 1 day ago · Building a ChatGPT App with OpenAI API and SwiftUI: A Comprehensive Guide for Language Model Integration; ChatGPT Explained: An In-Depth Analysis by OpenAI’s Own Language Model; GitHub Copilot vs OpenAI Codex: A Comprehensive Guide for AI Practitioners; Building a Cutting-Edge Voice Assistant: Leveraging FastAPI, Groq, and OpenAI’s TTS API OpenAI and the CSU system bring AI to 500,000 students & faculty. Oct 12, 2024 · In case it helps. 违反使用政策; 2. The new Responses API comes with built-in tools like web and file search, as well as the ability to perform tasks on a Scale Tier lets you purchase a set number of API input and output tokens per minute (known as “token units”) upfront for access to one dedicated model snapshot. Recall that the Assistants API remains in beta. I was trying to figure out what Swarm is about so I asked ChatGPT o1 to explain what is the differences are between Swarm and current tools available, such as API, Completions, Custom GPTs, Functions and Assistants. ywkfse umbt qzadi qjw gddhfow punju meeh neh lur wvryei dxye yjwtu wlynmz aswsx mbrxvg