This is my code: import openai import os from dotenv Jul 28, 2023 · I was using the function openai. 1 day ago · 文章浏览阅读424次，点赞11次，收藏17次。基于火山引擎豆包大模型，从零搭建一个实时语音通话应用。它不是简单的问答，而是需要你亲手打通 ASR（语音识别）→ LLM（大脑思考）→ TTS（语音合成）的完整 WebSocket 链路。对于想要掌握 AI 原生应用架构的同学来说，这是个绝佳的练手项目。架构理解 3 days ago · This document covers the five major OpenAI-compatible provider implementations in webscout that offer production-ready AI inference with extensive model selections. It's a total rewrite of the library, so many things have changed, but we've made upgrading easy with a code mig Jan 14, 2025 · はじめに こちらの記事はChatGPTのAPIを使ってみたい！ でもドキュメントは英語で読みづらいという方に向けた入門記事です。 見慣れたChatGPTではなくOpenAIのAPIを使用して、ターミナル上でChatGPTライクなレスポンスを行うことができるアシスタントを作 Oct 12, 2023 · I can't seem to figure out what the issue is here, I am running version 0. - Azure OpenAI gives customers advanced language AI with OpenAI GPT-3, Codex, and DALL-E models with the security and enterprise promise of Azure. create() method to generate chat completions. This is the previous standard API for generating text from OpenAI models (supported indefinitely Related guides: Quickstart Text inputs and outputs Image inputs Audio inputs and outputs Structured Outputs Function calling Conversation state Starting a new project? We recommend trying Responses to take advantage of the latest OpenAI platform features. 5-turbo sup Mar 12, 2023 · #モジュールをインポート import openai #API-KEYを設定 openai. 오픈 ai api 끌고와서 파이썬으로 스무고개를 만들려고 하는데 너무 어려워요ㅠㅠ 파이썬 싸부님들 좀 도와주세요ㅠㅠㅠㅠimport openaiopenai. APIConnectionError, openai. So I’m new to this and eager to learn. Sep 2, 2022 · By default, when you request a completion from the OpenAI, the entire completion is generated before being sent back in a single response. This will be stop if the model hit a natural stop point or a provided stop sequence, length if the maximum number of tokens specified in the request was reached, content_filter if content was omitted due to a flag from our content filters, tool_calls if the model called a tool, or function_call (deprecated) if the model called a function. RateLimitError, openai. Could I replace the ChatCompletion function with something else Mar 28, 2023 · I have the most recent version of the OpenAI library but when I run my code it tells me "An error occurred: module 'openai' has no attribute 'ChatCompletion'" I tried uninstalling and reinstalling the OpenAI library, I tried using the completions endpoint and got the error "This is a chat model and not supported in the v1/completions endpoint. retrieve("chatcmpl-123") This retrieves the full ChatCompletion object with all choices, usage statistics, and metadata. 1: from what I have read I should be using ChatCompletion rather than Completion as that's what gpt-4 and 3. Mar 19, 2023 · 可変長引数で timeout が設定できるようになっており、案の定初期値がNoneになっています。 OpenAI Python Libraryのtimeout See https://platform. ai/v1`. error. Also export `OPENAI_API_KEY` from `CEREBRAS_API_KEY`. py file. Learn more in the text generation, vision, and audio guides. create() の引数 stream を True にしてあげればおkです。 以下の実装例では上の requests の場合と同じ内容の関数にしてあります。 4. create函数类似，若 要调用Chat类大模型，需要使用ChatCompletion. The Chat Completions API endpoint will generate a model response from a list of messages comprising a conversation. Creates a model response for the given chat conversation. Starting a new project? We recommend trying Responses to take advantage of the latest OpenAI platform features. create () response = openai. 5, you can now use the W&B integrat 写在前面作为一名从事AI应用开发3年的工程师,我使用过超过10个不同的API平台。最近花了2周时间,系统性地测评了市面上主流的API中转服务。 本文将从 稳定性、价格、模型覆盖、易用性、技术支持等多个维度,为大家提… Jan 6, 2026 · ( openai. create函数的调用不再需要prompt参数，而是换成了messages参数，并且不同于prompt参数对象是以简单的字符串形式呈现， messages参数是一个基本构成元素为字典的列表，其内每个字典都代表一条独立的消息，其中 Mar 8, 2023 · 追記 openai ライブラリでの方法 openai. It intercepts OpenAI API calls to chat completions, text completions, structured output parsin Create a new pull request by comparing changes across two branches. create ( engine=“text-davinci Dec 12, 2023 · If you’re still encountering issues, I recommend posting a question on a relevant forum or community to get more help from experts. ChatCompletion. createメソッドを使います。 引数としては様々なものがありますが、ここでは数種類のみを紹介します。 model：str, 必須 ChatGPTの出力の際に使用するモデルをstring型で指定する引数です。 To support these cases, OpenAI offers encrypted reasoning items, allowing you to keep your workflow stateless while still benefiting from reasoning items. Update Apr 22, 2024 · Here comes a “gift” from the tech overlords (OpenAI) — client. This function allows developers to interact with OpenAI models while offering precise Context: - Azure OpenAI provides REST API access to OpenAI's powerful language models including the GPT-3, Codex and Embeddings model series. TimeoutError, # Additional network exception ), ) def openai_chatcompletion_create(*args, **kwargs): Make Me Say Autoeval: Uses constant backoff with a maximum of 3 attempts for InternalServerError: 5 days ago · Fix OpenAI API Key Errors in Cursor IDE: The Freelancer’s Definitive 5-Step Guide to Consistent AI Coding at Higher Rates – I’m Always Looking for an Edge – Here’s How Solving API Errors Boosted My Freelance Income As a full-s… 本文详细解析了如何通过OpenAI SDK调用DeepSeek-Chat模型，涵盖环境配置、认证机制、API调用流程及错误处理等核心环节，并提供代码示例与优化建议，帮助开发者高效集成AI对话能力。 Mar 28, 2025 · Explore how reranker for RAG systems by refining results, reducing hallucinations, and improving relevance and accuracy. create(), your gateway to professional frustration and personal dismay. Feb 2, 2025 · openai. My code below is giving me lots of errors in VS Code. If working within an organization, you may also need an Organization ID and Project ID to properly scope your API usage. The source code of entire program takes around 100,00 tokens. api_key = os. openai. If I create another file and call on the secret Key I manage to show it in the prompt so the key should be fine. completions. say you set up a local LLM on your own GPU, like FastChat, you can then make openai. To disable statefulness, but still take advantage of reasoning: Complete reference documentation for the OpenAI API, including examples and code snippets for our endpoints in Python, cURL, and Node. Jan 13, 2026 · The OpenAI Wrapper provides automatic LangSmith tracing for applications using the OpenAI JavaScript SDK. 3 days ago · This page demonstrates essential Python API patterns for using Webscout programmatically. This function allows developers to interact with OpenAI models while offering precise 13 hours ago · 【白话科普】10分钟从零看懂AI绘画原理-，本文详细解析了大模型的工作机制，以问答场景为例，介绍了五个核心阶段：文本分词化、Token向量化、模型推理、输出选择和循环生成。深入讲解了temperature、top_p等关键参数对输出结果的影响，提供了开发环境搭建、API调用和对话助手构建的实践指南，并 The reason the model stopped generating tokens. Dec 1, 2025 · CRUD Operations Beyond create(), the Completions resource supports full CRUD operations for stored completions. 13 hours ago · 5. api_key = " Feb 4, 2025 · Hi everybody, Thanks for takinga a look at my problem. api openai blazor-server openai-api chatgpt-api chatgpt3 chatcompletion Updated on Mar 18, 2023 HTML Jun 13, 2023 · This notebook covers how to use the Chat Completions API in combination with external functions to extend the capabilities of GPT models. create () Jul 23, 2025 · OpenAI API is a powerful cloud-based platform, hosted on Microsoft's Azure , designed to provide developers with seamless access to state-of-the-art, pre-trained artificial intelligence models. However, every time I run the code, I receive the Starting a new project? We recommend trying Responses to take advantage of the latest OpenAI platform features. e. Issue: I am trying to use the openai. 问题背景最近很多开发者在使用OpenAI API时遇到这些问题: Error: Connection timeout Error: API key not found Error: Account has been deactivated Error: Your country is not supported 你是不是… Apr 8, 2025 · Evals are task oriented and iterative, they're the best way to check how your LLM integration is doing and improve it. This prompt takes around 2,000 tokens. Related guides: Quickstart Text inputs and outputs Image inputs Audio inputs and outputs Structured Outputs Function calling Conversation state Starting a new project? We recommend trying Responses to take advantage of the latest OpenAI platform features. The "Request blocked by safety system" message is a notification from the OpenAI API that indicates the system's safety layer has prevented the processing of a request. InternalServerError, urllib3. create to generate the documentation, but I get the Aug 5, 2023 · PythonからChatGPTを操作する場合は、「openai」ライブラリのChatCompletion. Mar 21, 2023 · openai. Refer to the model guide to browse and compare available models. Aug 10, 2024 · Hi, I am creating a python program which creates documentation for a given program based on source code. OpenAI(api_key=os. create () # 現行バージョン 〇 response = openai. chatcompletion. I call this API openai. 5-turbo。 Mar 24, 2023 · I am trying to create a simple function that will take a message (string) and pass it through to openai. create () send your query to http://localhost:8000 or wherever it's deployed). I installed several packages and I put my API key in a different . It covers the core concepts, common usage patterns, and the main interface for confi Jun 22, 2023 · It's not the sharing of API secret keys, but merely to add an option to send the query to a custom url (i. create() function is a cornerstone for building intelligent AI-powered applications. Jun 18, 2023 · Supershipの名畑です。GW中に島本和彦先生 画業40周年突破記念『炎の原画展』を見に行ったので、心が熱い。 はじめに ネットだけではなくテレビだ雑誌だといたるところでChatGPTの話題だらけで今更感ありまくりですが、自環境でOpenAIのChat API(Cha Mar 31, 2023 · I'm making a Python script to use OpenAI via its API. 高频避坑指南 上下文截断：当超过max_tokens限制时，优先截断中间内容而非结尾 超时陷阱：TCP层超时应设置为API超时的2倍以上 计费误区：注意输入和输出token分开计费 版本兼容：定期检查 openai 1 day ago · An OpenAI API key, which you can generate from your OpenAI account for authentication. It covers the minimal setup required to mock OpenAI API calls in a pytest test function using the `@openairesp Jun 4, 2024 · 所以如果是自己在學習怎麼去使用 OpenAI 的服務、或是在使用基於 OpenAI 服務的第三方軟體的話，那就有可能可以不要去使用 OpenAI 官方的服務、而是使用自己架設的伺服器了！ 像是以 OpenAI 官方的 JavaScript 函式庫（文件）來說，本來的範例是： import OpenAI from "openai"; 13 hours ago · 文章浏览阅读136次，点赞3次，收藏2次。在当前人工智能技术快速发展的背景下，免费API密钥作为开发者接触前沿AI技术的重要桥梁，正发挥着日益重要的作用。本文将从技术实现原理、部署配置方法到应用场景分析等多个维度，深入探讨这一开源项目的核心价值。## 项目架构与技术特点该开源项目 4 days ago · 文章浏览阅读264次。AGNO（GPT-4O）是OpenAI推出的新一代多模态大语言模型，它在GPT-4架构基础上进行了全面升级。简单来说，它就像一个能同时理解文字、图片甚至音频的"超级大脑"。与传统AI模型相比，AGNO最显著的特点是实现了真正的多模态融合处理——不再是简单拼接不同模态的输入，而是在神经 Starting a new project? We recommend trying Responses to take advantage of the latest OpenAI platform features. A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. I have given prompt instructions on how to create documentation and what needs to be included. May 7, 2023 · Additional thoughts: It is unfortunate OpenAI seems to be recommending chat_completion over completion (and not offering all models with the latter), perhaps because most API use cases are of the "chat" kind, but I see a lot more potential in the raw completion API, since one can concoct their own creative structure as a json or something else. 1, GPT-5 series, GPT-5-Codex, and gpt-oss), and the prompting techniques documented in the cookbook. js. Jan 12, 2026 · This page documents fundamental patterns for interacting with OpenAI's Chat Completions API, including client initialization, message formatting, API parameters, response handling, token management, a The retry logic for the openai SDK for Python is in the openai/lib/_base_client. create函数。 调用代码如下： Mar 1, 2024 · Yosematさんによる記事 これがどううれしいかというと、これまで環境変数の読み込みのタイミングはopenaiモジュールに隠された内部実装でした。ユーザーはopenai. completions. Contribute to mlc-ai/web-llm development by creating an account on GitHub. create用法在智能客服和聊天机器人开发中十分重要。ChatCompletion接口专为对话生成设计，适合模拟人类对话的场景。其核心参数`messages`用于定义对话信息流，包括角色和内容。合理配置`messages`有助于管理对话上下文，确保AI生成的人性化回复。工具函数通过`functions`参数传递，增强 Related guides: Quickstart Text inputs and outputs Image inputs Audio inputs and outputs Structured Outputs Function calling Conversation state Starting a new project? We recommend trying Responses to take advantage of the latest OpenAI platform features. GitHub Gist: instantly share code, notes, and snippets. We provide the create method the model we want to use, the messages list, and the desired temperature of the responses. Jun 16, 2024 · Discover the latest updates on OpenAI's language model, ChatGPT API, and its recommended stable model, gpt-3. Learn about message types and available text formats like JSON and Structured Outputs. import openai import os client = openai. com/docs/api-reference/chat-completions/create for a list of valid parameters. createを呼ぶ前に環境変数を設定する必要があります。新実装ではOpenAI ()を呼ぶタイミングで環境変数がセットされているか The openai module has a ChatCompletion class that provides a create method which makes it easier to make a request to the API model. ChatCompletion. 5-turbo", #temperatureパラメータ指定 temperature = 0, #ChatGPTに問い合わせる We couldn't find the page you were looking for. - This script supports inference with the "chat" models only. Jul 25, 2025 · 【完全保存版】OpenAI API 全エンドポイントのPython実装サンプルまとめ（チャット、画像生成、音声、ファイル管理など） こんにちは、都内でフルスタックやってるエンジニアです。 今回は、OpenAI APIの全エンドポイントをPythonで完全網羅します。快速に ChatGPT 基于 OpenAI 最先进的语言模型 gpt-3. Complete reference documentation for the OpenAI API, including examples and code snippets for our endpoints in Python, cURL, and Node. Compare Chat Completions Dec 18, 2024 · The openai. 0" - Stack Overflow Nov 18, 2023 · I am currently working on a chatbot, and as I am using Windows 11 it does not let me migrate to newer OpenAI library or downgrade it. 1 调用示例 与调用Completion模型需要使用Completion. env file. 5 days ago · 在 AI 技术飞速渗透各行各业的当下，我们早已告别 “谈 AI 色变” 的观望阶段，迈入 “用 AI 提效” 的实战时代 💡。无论是代码编写时的智能辅助 💻、数据处理中的自动化流程 📊，还是行业场景里的精准解决方案 ，AI 正以润物细无声的方式，重构着我们的工作逻辑与行业生态 🌱。曾几何时 Dec 1, 2025 · The Chat Completions API provides text generation capabilities through a conversational message format. chat. In the following eva OpenAI's API provides powerful tools for Natural Language Processing (NLP) Jan 22, 2025 · Read more about OpenAI’s rate limits in these other resources: Requesting a rate limit increase To learn more about increasing your organization’s usage tier and rate limit, visit your Limits settings page. Nov 8, 2023 · We have released a new major version of our SDK, and we recommend upgrading promptly. Apr 22, 2024 · Using client. Jul 8, 2025 · basic openai chat completion example. NET, Java, or Go, install the OpenAI SDK and set the base URL to `https://api. 2 数据脱敏方案 使用 presidio 库自动识别并替换PII信息 企业级部署建议启用OpenAI的 data processing agreement 6. 5-turbo. If you use OpenAI's API to fine-tune ChatGPT-3. create( #モデル指定 model="gpt-3. ChatCompletion, but this is no longer supported in openai>=1. environ['ChatGPT_API_KEY'] #関数を使用してChatGPTに問い合わせを送信 response_data = openai. . Nov 7, 2023 · I have an openAI API key, but I’m getting errors like this: AttributeError: module ‘openai’ has no attribute ‘ChatCompletion’ I had it working a few days ago but it seems all the end points have changed, or am I imagining things? For instance are there errors in this: response = openai. It introduces the APIs available for text generation, the characteristics of different model families (GPT-4. create, which worked earlier, but now has stopped working by giving an error as invalid. cerebras. Represents a chat completion response returned by model, based on the provided input. It was allowing me to give functions to gpt as well, although that isn’t necessary. exceptions. create ()は、OpenAIのAPIを使用して、与えられた入力に基づいてチャットボット応答を生成するための関数です。 この関数は同期的に実行され、APIにリクエストを送信し、応答を返します。 Mar 29, 2023 · 引言：对于接口，不了解参数含义，就不知道它能咋用？而了解参数的含义最好有例子，基于这个认知，整理了OpenAI几个主要API的接口参数说明。 OpenAI的ChatCompletion和Completion都是自然语言生成模型的接口，但它们的用途和应用场景略有不同。 | | ChatCompleti Sep 12, 2023 · 和Completion. 1: python - OpenAI API error: "You tried to access openai. create () Yet Another OpenAI Guide: Because You Clearly Needed More Options I didn’t want to write this guide, but the end of the world is coming soon and you need Jan 14, 2024 · Model Parameters in OpenAI API Let’s break down the ChatCompletion. The reason the model stopped generating tokens. These providers implement the stand Model ID used to generate the response, like gpt-4o or o3. com/v1/chat/completions/chat_abc123/messages \ -H "Authorization: Bearer $OPENAI_API_KEY" \ -H "Content-Type: application/json" Bases: Model Source code in src/agents/models/openai_chatcompletions. t A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. create非常明显的一个区别在于， ChatCompletion. It covers client initialization, provider selection, response handling, and common usage patterns. getenv("OPENAI_API_KEY", "<your OpenAI API key if not set as env var>")) Apr 4, 2025 · Migrate from OpenAI ChatCompletion to Boto3 Bedrock Runtime This is arguably the most complex portion of the migration, as it requires one-to-one mapping of the Bedrock and OpenAI interfaces, as well as the JSON responses returned by the APIs. An example request to create a new chat completion in OpenAI is shown below: 1 day ago · An in-depth comparison of the capabilities and features of Anthropics, OpenAI, and Claude, helping developers choose the right AI solution for their projects. embeddings. If you need to, you can also compare across forks . This message is part of a built‐in mechanism designed to ensure that both the input and the resulting output adhere to established safe usage guidelines. However, I'm getting this error: openai. Learn how to use the OpenAI API to generate text from a prompt. RateLimitError: You exceeded your current quota, please check your plan and billing details My Nov 17, 2023 · # 古いバージョン × response = openai. create(), but when I use an F-string, it returns an object error. Jul 8, 2025 · Notes: - The OpenAI API key can be set using the OPENAI_API_KEY environment variable (recommended) or using the --api_key argument. create () Function and find the sweet-spot for the parameter values together. Embedding. 0. 3 days ago · 文章浏览阅读17次。Prompt Engineering 是通过精心设计输入提示（Prompt）来引导AI模型生成更符合预期的输出。在ChatGPT应用中，良好的Prompt设计能显著提升模型输出的准确性、一致性和实用性。与简单提问不同，它需要开发者理解模型的工作原理，并通过结构化指令、上下文控制和任务分解等技术手段 Jan 13, 2026 · PyCharm快捷键是Python开发效率的关键，尤其在LLM开发、AI编程等场景。掌握核心快捷键可提升40%效率，快速完成语料清洗、API调试等任务。本文详解文件管理、代码导航、智能补全等实用快捷键组合，助你从鼠标流转变为键盘流开发者，专注核心代码逻辑。 3 days ago · This page demonstrates how to write your first test using the `openai-responses` library. chatCompletion. py Aug 29, 2024 · Hello Community, I’m currently working on integrating OpenAI’s API into a project using a Raspberry Pi, and I’ve encountered an issue that I haven’t been able to resolve despite multiple attempts and following the official documentation. High-performance In-browser LLM Inference Engine . Learn more about diff comparisons here. Compare Chat Completions with Responses. It’s handled by a few different functions including _parse_retry_after_header, _calculate_retry_timeout, and _should_retry. Retrieve Completion Fetch a previously created completion by ID: completion = client. If the user prefers . The exact method call may vary depending on the library you’re using. 28. """ import json import logging import os from datetime import datetime from pathlib import Path from typing import List, Optional, Union import fire Jan 12, 2026 · This document provides an overview of OpenAI's chat completion APIs, model families, and prompting strategies covered in the cookbook. For CLI usa Jan 13, 2026 · 在现代人工智能应用开发中，OpenAI 提供的强大 API 为开发者构建智能对话系统提供了极大的便利。本文将详细介绍如何使用 Python 结合 OpenAI 的 API，实现一个完整的 AI 问答系统，涵盖以下几个核心功能： 三、总结 今天介绍了如何在本地环境中使用 LangChain 调用 OpenAI 接口。 首先，我们需要搭建个人专属的 OpenAI 中转站。 接下来，我们就基于 LangChain 开发和基于 OpenAI 原生 API 开发两种模式的环境及代码进行了介绍。 四、资源推荐 4 days ago · 文章浏览阅读141次。OpenAI的ChatCompletion API和Assistants API在Function Call功能上存在显著差异。ChatCompletion API采用轻量级手动模式，开发者需自行处理参数解析、上下文管理和多轮调用，适合简单场景；而Assistants API提供托管式自动化服务，平台自动管理工具调用流程和对话状态，支持多工具组合和长对话 3 days ago · This guide provides comprehensive instructions for using `openai-responses` to mock OpenAI API calls in your tests. APITimeoutError, openai. chat. Oct 4, 2023 · Note: you will need an OpenAI API key to run this colab. High-Level overview of model Parameters and their … 1 2 3 curl https://api. OpenAI offers a wide range of models with different capabilities, performance characteristics, and price points. Jun 14, 2023 · Configure Agent We’ll create our agent in this step, including a Conversation class to support multiple turns with the API, and some Python functions to enable interaction between the ChatCompletion API and our knowledge base functions. Dec 18, 2024 · The openai.

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