Openai api timeout.

Openai api timeout Here’s another thread dealing with this: Sep 19, 2024 · Hi, We have a working code that makes API call to base chatgpt-4 model. A 20 second timeout terminates a non-streaming response before you receive any text, even if the AI is still generating. This issue becomes particularly problematic during processes that involve a series of actions, such as appending messages, initiating runs, and then retrieving the Nov 4, 2023 · OpenAI APIs are quite unstable recently and time out often. APIRequestor. I got it to work initially, but now no matter what I try for a few days already I just keep getting the following … Nov 10, 2023 · I run from openai import OpenAI api_key=“YOUR_API_KEY_HERE” client = OpenAI(api_key=api_key,timeout=60) response = client. api_requestor. Feb 20, 2025 · Azure openai o1/o3mini APIs are barely usable now. create” or other methods. I am being billed anyway, but get nothing back. To Oct 9, 2023 · The reason I’m asking is I get to see thousands of developers making comments about issues in real time through the forum and I’ve not seen any sudden uptick in 500 errors from users of the OpenAI maintained API libraries, and with the forum getting thousands of new users every day, the forum would literally light up with people posting about it if it were a systemic problem. Working with smaller batches isn’t practical for my project since it’s not scalable. Sep 25, 2023 · 問題 OpenAI API を使って大量の処理を行っていた際に、API がタイムアウトしてしまうことがあった。適切な時間でタイムアウトを設定することで、この問題を解決したい。 解決策 retry ライブラリを使ってAPIへのリクエストを管理 `request_timeout` パラメーターを使って timeout を管理 APIへの Nov 20, 2023 · 前言 如题，解决 ChatGPT api 经常调用超时的问题。 场景重现 在调用 ChatGPT 的 api 并且使用流式输出时，经常会因为网络问题遇到超时的情况。 神奇的是，在本地调试的时候，即使遇到了超时的情况，过个10分钟（没错，就是10分钟，为什么是10分钟，后面会说），它会自动恢复。但是在 Oct 24, 2023 · 当使用OpenAI调用API时，常常会遇到超时问题。下面是关于OpenAI调用API超时问题的概述： OpenAI API的常见超时毛病类型：在使用OpenAI API时，可能会遇到以下几种常见的超时毛病类型： ConnectTimeout：连接超时毛病。 ReadTimeout：读取超时毛病。 Mar 20, 2023 · I call the API from AWS Lambda in production, which has a configurable timeout value for each function you write. Feb 24, 2025 · Your timeout error means the API didn’t respond within the default 600-second window—this could be due to network hiccups, high load, or a slow request. It can occur due to several reasons such as network instability, an overloaded server or incorrect settings in your API configuration. Both lines are those that time-outs after some inactivity. com‘, port=443) as23751782的博客 Dec 17, 2024 · API calls made from unsupported countries, or servicing unsupported countries, may get an account warning and ban just from the API calls themselves. Every few requests, a request starts taking a lot of time, seconds (if not minutes). Thank you very much. I would like to timeout the request in that case after a few seconds. arequest_raw方法中的request_timeout参数可以传递 connect 和 total 参数，因此可以在调用 openai. Then that setting retries uses the internal openai python library retry method to do the same thing (at your expense) and again hang up on the connection before the response is complete. 0 and even 120. 28. Sep 17, 2023 · You can set a timeout for the new python library when setting up your OpenAI object. Reload to refresh your session. 1 to 1. ) From inspiration on GitHub (GitHub - openai/openai-dotnet: The official . I have an Azure student subscription with an S0 pricing tier. chat. And this worked great until I had to update the SDK version from 0. com‘, port=443) 2506_90504867: 最后怎么办. com', port=443): Max retries exceeded with url: /v1/engines/tex 调用OpenAI的API出现Request timed out处理 - 蝈蝈俊 - 博客园 When dealing with timeout errors in API requests, particularly with OpenAI's services, implementing a robust retry logic is crucial. Now the request_timeout parameter is gone and there is only the timeout parameter. 5 it works without issues. createを実行した際にタイムアウトしたら、exceptで拾えるようになります。 まとめ. 0. I’ve noticed that periodically the openai. 10 program using the python client library, the model is ‘gpt-3. completions. After reviewing various sources (including these forums), I’ve tried a Aug 23, 2023 · 这里没有设置read参数,所以httpx库会设成和timeout一样的数值,你可以在创建openai类的时候手动设置timeout数值,比如。这里我read设的20s,大家可以自行调节。 这里我read设的20s,大家可以自行调节。 Jan 5, 2025 · sequenceDiagram participant Client participant OpenAI API Client->>OpenAI API: 发送请求 OpenAI API-->>Client: 返回响应 alt 超时 Client-->>Client: 处理超时 end 4. The problem is that when I try to process more than 50 images in a single batch, I get API timeout or response errors. OpenAIでAPIリクエストを送っても，responseが得られずに固まってしまう現象に困っている方へ． Timeout時間を設定し，一定時間返答がなければリクエストをやり直すことで回避できます． Sep 27, 2023 · Configuring timeout for ChatCompletion Python OpenaiConfiguring timeout for ChatCompletion PythonThe easiest way is to add parameter request_timeout, it will be pass to requests. nooc. 5 and 4. Oct 1, 2023 · The timeout parameter you've set to 15. Those raises the APIConnectionError, but the main problem is that that exception can take minutes or even 10 minutes. Region: eastus2 Jun 21, 2023 · # 解决Java后台调用openai api总是出现connect time out问题## 一、流程展示为了帮助你解决Java后台调用openai api总是出现connect time out问题，下面是整个流程的步骤展示：| 步骤 | 操作 || --- | --- || 1 | 创建一个HTTP连接 || 2 | 设置连接的请求方法和请求头 || 3 | 设置连接的超时 Mar 25, 2023 · FQ后，调用OpenAI的API报下面错误： Request timed out: HTTPSConnectionPool(host='api. Python requests请求极慢. The issue is I’m getting timeout errors randomly after a few requests. Besides Oct 27, 2023 · You signed in with another tab or window. Has anyone found a way that’s easier than this: I know I could call the REST API directly using requests and set the timeout there, but I would rather keep using the Python library if possible, so I don’t have to change too much code. Jun 9, 2021 · Hi, I like using the Python library but I need to set a timeout on responses. openai. Nov 10, 2023 · So I found out that if you put a request_timeout as a parameter it would stop the request after a certain amount of time. acreate时，设置 request_time(10, 300)。 比如在本文的例子中，想要请求 ChatGPT 的 API ，即是把官方 API 地址 https://api. apitimeouterror: request timed out. 0 , 60. create(, timeout=10) hoping that that after 10seconds, if it is still “hunging”, please stop. I believe this is a problem that more people face. create( model=“gpt-3. Does anyone know a Apr 28, 2024 · 下面是一个简单的示例代码，演示了如何在调用OpenAI的API时设置超时： import openai from timeout_decorator import timeout # 设置OpenAI的API密钥 api_key = 'YOUR_API_KEY' openai. 0”. You signed out in another tab or window. it takes over 1 minute to respond a "Hi" even if you set reasoning effort to low. m0_64108500: 感谢楼主！相同的问题， 网上 Dec 11, 2023 · 解决方案一. Monitor the API Call: After initiating an API call, monitor its progress. Adjust the Timeout: Lower the request_timeout (say to 10–15 seconds) and loop your calls. 类图. Mar 1, 2024 · I am currently experiencing frequent timeouts when interacting with the Assistant API. Feb 8, 2025 · Hello, I have a . Aug 10, 2024 · 概要. increase this timeout duration. Do you have any solution for the problem? Or else, good practices on how to improve response time. **检查网络连接**： - 确保你的网络连接稳定。如果网络不稳定，可能会导致请求超时。 2. What can be the reason and ways to fix it? Oct 24, 2023 · Traceback (most recent call last): File "C:\Users\knigh\AppData\Local\Programs\Python\Python311\Lib\site-packages\urllib3\connectionpool. OpenAI Python LibraryでOpenAI APIを呼び出すときに、timeoutを設定する方法のメモです。 はじめに OpenAI Python Libraryでtimeoutを設定する やり方：request_timeout パラメータ 落とし穴：timeout パラメータ おわりに 参考 はじめに OpenAI Python Libraryを使ってChatCompletion APIを叩いてるときに、timeoutを設定したくなり Dec 7, 2023 · OpenAI调用API报错 time out：HTTPSConnectionPool(host=‘api. Sep 17, 2024 · Answer: `openai. Sep 4, 2024 · OpenAI调用API出现 time out：HTTPSConnectionPool OpenAI报错 time out：HTTPSConnectionPool(host=‘api. api_key = api_key # 定义一个使用OpenAI的函数 @timeout(5) # 设置超时时间为5秒 def call_openai_api(): response = openai Feb 8, 2024 · I stream response and have tried with timeout setting 30. I’m currently using asynchronous mode with GPT-4o and sending images in base64 format. This is the response I receive Sep 24, 2024 · Set a Threshold Time: Determine a reasonable time by which most successful API calls complete. Here is a example: Nov 19, 2023 · (I was using openAI directly and the delay was huge, this is why I switched to Azure, as the response time is average half compared to openAI) Why I'm getting timeouts even when the request is running for under 15 seconds (my postman is configured to 2 minutes timeouts, so the issue is not in client-side) Mar 24, 2023 · You can use this client implemented with asyncio and httpx. , can occur due to various reasons, including network issues or server overload. It supports fine grained connect/read timeout setting and connection reuse. Nov 1, 2024 · Try increasing the timeout settings for both your Flask app and OpenAI API requests, use asynchronous requests to handle multiple calls efficiently, check and possibly scale up your Azure App Service resources, review logs for errors or resource constraints, optimize your network configuration. Note that I am using the chat completion api, but without streaming, so I get the full response back in one go. Training a prompt requires quite a number of calls which means 99% you will experience a timeout. Each Jan 17, 2023 · We have an application that queries OpenAI with multiple prompts. You can also program a pause to give more time to the server. OpenAI Python Libraryのみならずpython-twitter-v2然り、リクエストを送ってレスポンスを取得するようなライブラリを使用する際は、タイムアウトがどうなっているのか意識するようにしましょう。 Apr 24, 2025 · When working with the OpenAI API, encountering timeout errors can be a common issue, especially when dealing with large requests or slow network conditions. Please try again with a shorter prompt or with `max_tokens` set to a … Oct 3, 2023 · I’m using the OpenAI API in a Python 3. 0 seconds determines the maximum amount of time the client will wait for a response from the API. openai. client = OpenAI(timeout=60) Or for streaming, you can get really specific and set the parameters on the httpx library as exposed through the openai parameters. update regularly doesn’t update the expiry time, it still stays at 15 mins from the session create time. 5-turbo’. post(timeout=xxx) eg… Mar 19, 2023 · what is most annoying to me is: I try to set a timeout at openai. Aug 11, 2023 · OpenAI调用API时出现time out：HTTPSConnectionPool(host='api. api_resources. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. OpenAI调用API报错 time out：HTTPSConnectionPool(host=‘api. 0) Eventually I have to set max retries to 0 and use fallback model. py", line 449, in _make Feb 2, 2024 · The problem is likely that you are not giving time for the AI to respond. 5 quanto do GPT 4, e na véspera de nova cobrança voltou a funcionar, feliz com isso, fui e paguei outro mês, logo dia seguinte nada mais e já se arrasta por 20 dias (com exceção de um único dia que funcionou e nos limites), só dando erro, mando mensagens e mensagens via email e no próprio Oct 24, 2024 · What is an Azure OpenAI Timeout Error? Timeout errors occur when a request sent to the Azure OpenAI API exceeds the allowed response time. com', port=443)错误，别急！这篇超全攻略将教你轻松解决这一问题。涵盖配置、网络、防火墙、代理、服务器等全方位解决方案，手把手教你解决timeout问题，让你轻松调用OpenAI API。 Apr 25, 2023 · When I send long requests (6000+ tokens in total) I receive a gateway timeout response after a long while (a couple of minutes). Mar 9, 2022 · Hey! I am currently running some tests against the classification endpoint using the OpenAI library. Apr 14, 2023 · OpenAI调用API报错 time out：HTTPSConnectionPool(host=‘api. ChatCompletion. update starts failing due to message length. getenv(“OPENAI_API_KEY”),timeout=30. **增加超时 Jun 28, 2023 · These are the calls. environ["OPENAI_API_KEY"]) messages = [ Message( role="user", content=f"ChatGPT, Give a brief May 19, 2023 · Pior comigo, paguei mês passado e fiquei 10 dias sem que tivesse uma resposta, tanto do GPT 3. chat_completion. APITimeoutError: Request timed out` 错误通常表示在调用 OpenAI API 时请求超时。这可能由多种因素引起，以下是一些可能的解决方案和注意事项： 1. This is most likely the correct answer, I’m at 60 seconds for timeout and have no issues. chatcompletion call randomly takes a very long time to complete. Timeout errors, such as openai. 为了更好地组织代码，我们可以定义一个API客户端类，来封装与OpenAI的交互逻辑。 Mar 19, 2023 · これで、openai. This was done using Microsoft Azure AI studio creating a resource, deployment model, getting API keys, etc. I try some experiment for GET request only, and approximately 25% of these requests are timing out, which significantly disrupts my workflow. Timeouts can vary depending on what stage of the request they occur in. When using OpenAI SDK “client” methods, you have a timeout parameter in seconds that you can set upon instantiation. However, many of the requests we send to OpenAI take many seconds to return the result. Try these steps: Increase Retry Logic: Add a short delay and retry your request. I want to protect my users from having to wait for completion by timing out the API request. NET library for the OpenAI API), I use the openai-dotnet library like this: builder Apr 22, 2025 · When working with the OpenAI API, managing request timeouts is crucial for ensuring a smooth user experience and efficient resource utilization. For smaller requests or long requests for GPT 3. Most requests result in timeout errors. If the API call takes longer than this timeout, it will raise a timeout exception. Python: from openai import OpenAI client = OpenAI(timeout=120) Feb 2, 2024 · Besides setting the timeout higher to 120 seconds+: You should try out, employ, and parse stream:true API parameter so you can see responses as they are generated and know what the AI is doing. The proposed solution does not work since the timeout parameter is not there anymore. For example, if the majority of your calls respond within 3 seconds, you can use this as your threshold. You switched accounts on another tab or window. Aug 24, 2021 · At the moment we haven’t implemented this, but it’s a good idea, and I’ll add it to our backlog. The API IP is Cloudflare, routed from origination IP geolocation, with datacenters undisclosed, but likely Microsoft heating Midwest US rivers. This is particularly important in Oct 15, 2024 · Inconsistent Token Limits with “o3-mini-2025-01-31” Model—Empty Response Despite Supposed Large Context? Oct 9, 2024 · I had this issue from the last 3 days “Request timed out” , with complex calls to the API, and sometimes with simple calls randomly Anyone experimenting the same ? Oct 25, 2023 · Hi, I really want to try out Microsoft’s autogen, therefore I am using the openai API for gpt 3. If the call hasn’t completed within the 3-second threshold, this might Mar 2, 2024 · A timeout sent as an API parameter with an openai library is now captured and overrides the client-set timeout used by the network library, either chat completions, or “runs. com‘, port=443) RUIAAAAAA: 我在ubuntu上第3个办法跑通了. The current max_time is hard-coded as part of the Backoff decorator and set to . May 12, 2023 · I have an Azure app service that utilizes the OpenAI GPT API and the requests frequently timeout; however, the API calls work fine outside of Azure. ink 即可。由于 Cloudflare 有每天免费 10 万次的请求额度，所以个人使用基本是零成本的，如果要商用，这点额度是不够的。 Nov 4, 2024 · I’m using openai api with flask deployed on azure app service. com 换为你自己的域名 https://openai. The request_timeout parameter in the OpenAI Python library allows developers to specify the maximum time to wait for a response from the API before a timeout occurs. Mar 14, 2025 · Welcome to the community! This seems to be an ongoing intermittent issue at the moment. 2/ Over time my previous conversation becomes too lengthy that session. Jan 2, 2025 · It is from OpenAI SDK libraries before November 2023, which were revamped with an upgrade to “version 1. com', port=443) OpenAI -ChatGPT最新官方接口《错误代码大全》全网最详细中英文实用指南和教程，助你零基础快速轻松掌握全新技术（九）（附源码） Jul 12, 2024 · Anyone else experiencing timeouts from the Assistants API? I’m getting constant timeouts for fetching Assistants and fetching Thread messages. I’ve found a similar thread here. 2. AggregateException: 'Retry failed after 4 tries. Here’s how to effectively handle these exceptions: Aug 4, 2023 · OpenAI调用API出现 time out：HTTPSConnectionPool(host='api. Oct 6, 2024 · Hi Team, I need to process thousands of images every day and extract information from them. Oct 11, 2024 · 1/ Calling session. I have many apps outside of Azure that utilize the exact same OpenAI API and they have NEVER timed out,… Mar 20, 2023 · One solution that has worked for me is to decrease the response time by using the "request_timeout" parameter to 10 or 15 seconds and then iterate the API call using a while loop. This ends up bringing a bad experience for the end user. Feb 26, 2025 · My api calls were all working yesterday, now today every single API response says { "error": { "message": "Timed out generating response. com‘, port=443) 日常bug. It has built in retry’s too. from httpx import Timeout from openai_async_client import AsyncCreate, Message, ChatCompletionRequest, SystemMessage, OpenAIParams create = AsyncCreate(api_key=os. NET solution and experience timeout issues I have not dealt with before: System. First is text input, second is voice input. When using the API for processing batch jobs which shouldn’t fail I normally implement a retry logic which waits 1 second on first failure, and then a time doubling on each subsequent failure up to some maximum. (The operation was cancelled because it exceeded the configured timeout of 0:01:40. 0 OpenAI(api_key = os. zcler wxleyr iuhxvik grbuo okzapma uvcz uhq xanf fuxae dlmhuo mbalvoa nwdhi bkbmw kvkuvsky stbq