# \#openapi

**URL:** https://community.openai.com/tag/openapi/21.md

[Latest](https://community.openai.com/latest.md) · [Categories](https://community.openai.com/categories.md) · [Tags](https://community.openai.com/tags.md)

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## [I want to build a product from scratch using the OpenAI API. Could you tell me what is the first step?](https://community.openai.com/t/i-want-to-build-a-product-from-scratch-using-the-openai-api-could-you-tell-me-what-is-the-first-step/1372271)

<div class="topic-metadata">

**Author:** [@sedaefe](https://community.openai.com/u/sedaefe)\
**Replies:** 2\
**Last updated:** [January 22, 2026, 10:56pm UTC](https://community.openai.com/t/i-want-to-build-a-product-from-scratch-using-the-openai-api-could-you-tell-me-what-is-the-first-step/1372271 "2026-01-22T22:56:51Z")

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Hello, :globe\_with\_meridians: I actively use HTML, CSS, and JavaScript. I’m currently learning React and I have learned how to make API (Axios) requests. I want to build a very simple product using the OpenAI API. For …

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## [Multi-step AI Prompting for Dynamic System Reasoning](https://community.openai.com/t/multi-step-ai-prompting-for-dynamic-system-reasoning/1369564)

<div class="topic-metadata">

**Author:** [@St3v3](https://community.openai.com/u/St3v3)\
**Replies:** 0\
**Last updated:** [December 17, 2025, 2:01pm UTC](https://community.openai.com/t/multi-step-ai-prompting-for-dynamic-system-reasoning/1369564 "2025-12-17T14:01:35Z")

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I’ve been experimenting with multi-step AI prompting techniques to make GPT models operate like a dynamic reasoning engine. By structuring tasks sequentially and controlling outputs, I’ve been able to achieve consistent,…

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## [OpenAI YAML OpenAPI documentation as API reference - flattened, readable, by Python script](https://community.openai.com/t/openai-yaml-openapi-documentation-as-api-reference-flattened-readable-by-python-script/1358680)

<div class="topic-metadata">

**Author:** [@\_j](https://community.openai.com/u/_j)\
**Replies:** 0\
**Last updated:** [September 17, 2025, 11:06pm UTC](https://community.openai.com/t/openai-yaml-openapi-documentation-as-api-reference-flattened-readable-by-python-script/1358680 "2025-09-17T23:06:55Z")

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Wikipedia: YAML is a human-readable data serialization language. However, OpenAI’s specification certainly isn’t that. Its a bajillion references to schema defs and refs. Running what I provide just a bit later demonst…

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## [Using Responses API with streaming and function call in .Net OpenAPI (C# SDK 2.2.0-beta.4)](https://community.openai.com/t/using-responses-api-with-streaming-and-function-call-in-net-openapi-c-sdk-2-2-0-beta-4/1245568)

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**Author:** [@JanSK](https://community.openai.com/u/JanSK)\
**Replies:** 1\
**Last updated:** [August 8, 2025, 2:17pm UTC](https://community.openai.com/t/using-responses-api-with-streaming-and-function-call-in-net-openapi-c-sdk-2-2-0-beta-4/1245568 "2025-08-08T14:17:16Z")

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Hi! I am trying to set up a ChatGPT solution in my .Net API, using streaming and function calls with the Responses API. I see this as fantastic AI-solution for my project. But code samples for this in .Net is not easy to…

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## [Building APIs without writing YAML?](https://community.openai.com/t/building-apis-without-writing-yaml/1271719)

<div class="topic-metadata">

**Author:** [@Logesh\_R](https://community.openai.com/u/Logesh_R)\
**Replies:** 0\
**Last updated:** [May 28, 2025, 7:58pm UTC](https://community.openai.com/t/building-apis-without-writing-yaml/1271719 "2025-05-28T19:58:50Z")

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I recently found myself spending more time fixing YAML syntax than actually designing APIs. So I built a small tool that lets you generate full OpenAPI specs through a simple form-based interface — no manual YAML editing…

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## [Custom GPT: "message": "The requested action requires approval](https://community.openai.com/t/custom-gpt-message-the-requested-action-requires-approval/1254258)

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**Author:** [@hugebelts](https://community.openai.com/u/hugebelts)\
**Replies:** 4\
**Last updated:** [May 20, 2025, 4:47pm UTC](https://community.openai.com/t/custom-gpt-message-the-requested-action-requires-approval/1254258 "2025-05-20T16:47:00Z")

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Before I go in: Yes, I know there are some of those things discussed in 2023, 2024 AND, I’ve researched ALL of them already. Problem: Debug Info of Custom GPT shows that the function call needs approval Does anyone els…

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## [OpenAI chat completion stream response delta contains roles other than \`assistant\`](https://community.openai.com/t/openai-chat-completion-stream-response-delta-contains-roles-other-than-assistant/1262781)

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**Author:** [@ZhongpinWang](https://community.openai.com/u/ZhongpinWang)\
**Replies:** 3\
**Last updated:** [May 16, 2025, 3:57pm UTC](https://community.openai.com/t/openai-chat-completion-stream-response-delta-contains-roles-other-than-assistant/1262781 "2025-05-16T15:57:35Z")

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Hi, We recently found out that OpenAI’s OpenAPI specification states that the role property in ChatCompletionStreamResponseDelta object can be, e.g., system, user and tool other than assistant. It seems to be wrong and …

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## [How to get the cost for each api call?](https://community.openai.com/t/how-to-get-the-cost-for-each-api-call/1227787)

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**Author:** [@nerdguy828](https://community.openai.com/u/nerdguy828)\
**Replies:** 2\
**Last updated:** [April 9, 2025, 9:20am UTC](https://community.openai.com/t/how-to-get-the-cost-for-each-api-call/1227787 "2025-04-09T09:20:44Z")

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If i execute a python script for a api call, can i know how much that particular api call cost? I’m not able to see anything in the dashboard to sort these. Is there a way to do so?

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## [Update for Security Researchers](https://community.openai.com/t/update-for-security-researchers/1152957)

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**Author:** [@polepole](https://community.openai.com/u/polepole)\
**Replies:** 0\
**Last updated:** [March 26, 2025, 11:32pm UTC](https://community.openai.com/t/update-for-security-researchers/1152957 "2025-03-26T23:32:55Z")

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OpenAI has increased the maximum bug bounty reward from $20,000 to $100,000. For more info: Security on the Path to AGI To celebrate the expansion of bug bounty program, OpenAI is launching limited-time promotions: …

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## [I made MCP (Model Context Protocol) alternative solution, for OpenAI and all other LLMs, that is cheaper than Anthropic Claude](https://community.openai.com/t/i-made-mcp-model-context-protocol-alternative-solution-for-openai-and-all-other-llms-that-is-cheaper-than-anthropic-claude/1138860)

<div class="topic-metadata">

**Author:** [@samchon.github](https://community.openai.com/u/samchon.github)\
**Replies:** 0\
**Last updated:** [March 9, 2025, 4:52am UTC](https://community.openai.com/t/i-made-mcp-model-context-protocol-alternative-solution-for-openai-and-all-other-llms-that-is-cheaper-than-anthropic-claude/1138860 "2025-03-09T04:52:22Z")

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Detailed Article I made MCP (Model Context Protocol) alternative solution, for OpenAI and all other LLMs, that is cheaper than Anthropic Claude - DEV Community I made MCP (Model Context Protocol) alternative. My alt…

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## [Chat with your backend server by Swagger Documents (A.I. chatbot builder)](https://community.openai.com/t/chat-with-your-backend-server-by-swagger-documents-a-i-chatbot-builder/1107620)

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**Author:** [@samchon.github](https://community.openai.com/u/samchon.github)\
**Replies:** 0\
**Last updated:** [January 30, 2025, 4:26am UTC](https://community.openai.com/t/chat-with-your-backend-server-by-swagger-documents-a-i-chatbot-builder/1107620 "2025-01-30T04:26:40Z")

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Nestia Guide Documents - Swagger Documents \> A.I. Chatbot Development I made a new library @nestia/chat which can converse every backend servers (providing Swagger document) to Super A.I. chatbot. If you’ve developed a…

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## [Issue with OpenAI API Ignoring Prompt Instructions to Exclude Specific HTML Tags](https://community.openai.com/t/issue-with-openai-api-ignoring-prompt-instructions-to-exclude-specific-html-tags/1065036)

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**Author:** [@msyahrizan](https://community.openai.com/u/msyahrizan)\
**Replies:** 16\
**Last updated:** [December 22, 2024, 8:51pm UTC](https://community.openai.com/t/issue-with-openai-api-ignoring-prompt-instructions-to-exclude-specific-html-tags/1065036 "2024-12-22T20:51:56Z")

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Why does OpenAI’s API consistently include disallowed HTML tags such as \<html\>, \<head\>, \<meta\>, \<title\>, and \<body\> in the generated output, even when the prompt explicitly prohibits their use and specifies that only \<h1\>…

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## [I made LLM function calling schema definitions for TypeScript, and converters from the OpenAPI documents](https://community.openai.com/t/i-made-llm-function-calling-schema-definitions-for-typescript-and-converters-from-the-openapi-documents/1064128)

<div class="topic-metadata">

**Author:** [@samchon.github](https://community.openai.com/u/samchon.github)\
**Replies:** 2\
**Last updated:** [December 22, 2024, 7:18pm UTC](https://community.openai.com/t/i-made-llm-function-calling-schema-definitions-for-typescript-and-converters-from-the-openapi-documents/1064128 "2024-12-22T19:18:01Z")

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NPM package @samchon/openapi I’ve made a TypeScript open source library which contains OpenAPI specifications for every versions, and converters to the LLM function calling schemas of most famous LLM providers like Open…

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## [OpenAI JSON schema definitition and Function Calling tool from a Swagger (OpenAPI) Document](https://community.openai.com/t/openai-json-schema-definitition-and-function-calling-tool-from-a-swagger-openapi-document/1031788)

<div class="topic-metadata">

**Author:** [@samchon.github](https://community.openai.com/u/samchon.github)\
**Replies:** 0\
**Last updated:** [November 26, 2024, 2:51am UTC](https://community.openai.com/t/openai-json-schema-definitition-and-function-calling-tool-from-a-swagger-openapi-document/1031788 "2024-11-26T02:51:38Z")

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My github repository is samchon/openapi. Hoped to share the link, but I don’t have authority to attach an external link. Anyway, if you visit there, you can see the full definitions of OpenAI I folliowing JSON schema s…

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## [How to access the Token from my custom AI at chatgpt.com (premium account)](https://community.openai.com/t/how-to-access-the-token-from-my-custom-ai-at-chatgpt-com-premium-account/967370)

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**Author:** [@dan58](https://community.openai.com/u/dan58)\
**Replies:** 1\
**Last updated:** [October 4, 2024, 3:53pm UTC](https://community.openai.com/t/how-to-access-the-token-from-my-custom-ai-at-chatgpt-com-premium-account/967370 "2024-10-04T15:53:43Z")

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Hello I am using the MyGPTs feature of the ChatGPT Premium Account. I would like to connect this to an external application (Discourse) but do to that I need to create a “Open AI Token”. How can I create an Open AI…

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## [Bad implementation when using "Filter" in a Notion database query?](https://community.openai.com/t/bad-implementation-when-using-filter-in-a-notion-database-query/958606)

<div class="topic-metadata">

**Author:** [@petroniu](https://community.openai.com/u/petroniu)\
**Replies:** 1\
**Last updated:** [September 27, 2024, 9:12am UTC](https://community.openai.com/t/bad-implementation-when-using-filter-in-a-notion-database-query/958606 "2024-09-27T09:12:21Z")

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Description: When attempting to apply a filter for the “tags” field (a relation property) in a Notion database using the API, the filter is not recognized and throws an UnrecognizedKwargsError. This behavior is inconsis…

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## [Error while reading PDF file using openai chromadb module](https://community.openai.com/t/error-while-reading-pdf-file-using-openai-chromadb-module/883612)

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**Author:** [@net.balajiraja](https://community.openai.com/u/net.balajiraja)\
**Replies:** 2\
**Last updated:** [September 24, 2024, 5:22pm UTC](https://community.openai.com/t/error-while-reading-pdf-file-using-openai-chromadb-module/883612 "2024-09-24T17:22:48Z")

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I am using OpenAI API along with Langchain and Chromadb module to work on the conversational search of PDF file as input. My below program works fine for PDF file with 726 pages as input. Whereas program fails to execu…

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## [OSGPT: Elevate Your Computing Experience with Interactive File content search and Command Line Capabilities](https://community.openai.com/t/osgpt-elevate-your-computing-experience-with-interactive-file-content-search-and-command-line-capabilities/434735)

<div class="topic-metadata">

**Author:** [@kondaraviteja1](https://community.openai.com/u/kondaraviteja1)\
**Replies:** 3\
**Last updated:** [September 7, 2024, 9:56pm UTC](https://community.openai.com/t/osgpt-elevate-your-computing-experience-with-interactive-file-content-search-and-command-line-capabilities/434735 "2024-09-07T21:56:59Z")

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Hello OpenAI Community! I’m excited to share a project I’ve been working on -the OSGPT OSGPT (Operating System GPT) is a plugin to enhance your interaction with your computer’s operating system. By seamlessly mergin…

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## [Integração do Assistants - Chatbot](https://community.openai.com/t/integracao-do-assistants-chatbot/872780)

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**Author:** [@dev.rafhael](https://community.openai.com/u/dev.rafhael)\
**Replies:** 0\
**Last updated:** [July 19, 2024, 2:20pm UTC](https://community.openai.com/t/integracao-do-assistants-chatbot/872780 "2024-07-19T14:20:39Z")

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I’m having problems integrating assistants with my web chatbot. I can’t connect my trained assistant, it comes in as any assistant, when it should be my trained assistant with information and documents directly on the p…

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## [Not able to import openai, causing issue with \`module 'httpcore' has no attribute 'UnsupportedProtocol'\`](https://community.openai.com/t/not-able-to-import-openai-causing-issue-with-module-httpcore-has-no-attribute-unsupportedprotocol/511495)

<div class="topic-metadata">

**Author:** [@2me4123](https://community.openai.com/u/2me4123)\
**Replies:** 6\
**Last updated:** [July 13, 2024, 2:04am UTC](https://community.openai.com/t/not-able-to-import-openai-causing-issue-with-module-httpcore-has-no-attribute-unsupportedprotocol/511495 "2024-07-13T02:04:04Z")

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import os import openai import json I am getting this error, please help --------------------------------------------------------------------------- AttributeError Traceback (most recent call…

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## [How to encrypt/restrict access to \`openai.api\_key\` within jupyter notebook like online code-editor](https://community.openai.com/t/how-to-encrypt-restrict-access-to-openai-api-key-within-jupyter-notebook-like-online-code-editor/854582)

<div class="topic-metadata">

**Author:** [@joshuamosesb](https://community.openai.com/u/joshuamosesb)\
**Replies:** 1\
**Last updated:** [July 5, 2024, 3:01pm UTC](https://community.openai.com/t/how-to-encrypt-restrict-access-to-openai-api-key-within-jupyter-notebook-like-online-code-editor/854582 "2024-07-05T15:01:07Z")

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We need to let users to try out openai api-calls within jupyter notebook like online code editor environment, users should be able to run most of the openai python API calls (hands-on tutorials for internal training) b…

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## [Dall e not able to create resume image for mock data, content\_policy\_violation,](https://community.openai.com/t/dall-e-not-able-to-create-resume-image-for-mock-data-content-policy-violation/831664)

<div class="topic-metadata">

**Author:** [@kzainul22](https://community.openai.com/u/kzainul22)\
**Replies:** 4\
**Last updated:** [June 22, 2024, 7:45am UTC](https://community.openai.com/t/dall-e-not-able-to-create-resume-image-for-mock-data-content-policy-violation/831664 "2024-06-22T07:45:32Z")

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I am creating a resume evaluator I want the ai to give suggestion how a resume can be enhanced. And then in the second prompt I want a mock image of resume based on that data const pdfData = await pdfToText(pdfBuffer); …

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## [Unable to get API response inside VR headset with apk built with Unity](https://community.openai.com/t/unable-to-get-api-response-inside-vr-headset-with-apk-built-with-unity/194346)

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**Author:** [@Grand\_A](https://community.openai.com/u/Grand_A)\
**Replies:** 4\
**Last updated:** [June 4, 2024, 6:36pm UTC](https://community.openai.com/t/unable-to-get-api-response-inside-vr-headset-with-apk-built-with-unity/194346 "2024-06-04T18:36:57Z")

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I’m building a Unity application in VR and I’m trying to integrate OpenAI to my existing project. I tried integrating OpenAI API in a new VR project for testing and both Whisper and Chat API works. But when I integrate…

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## [Web UI is freezing for every prompt](https://community.openai.com/t/web-ui-is-freezing-for-every-prompt/788573)

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**Author:** [@strongest](https://community.openai.com/u/strongest)\
**Replies:** 1\
**Last updated:** [June 1, 2024, 7:13pm UTC](https://community.openai.com/t/web-ui-is-freezing-for-every-prompt/788573 "2024-06-01T19:13:36Z")

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I’m having a hard time using the website. The screen is freezing for every prompt and it becomes slow after that for a while (super annoying) :smiling\_face\_with\_tear: Is anyone else facing this issue?

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## [OpenAI API - Does it save data in openai platform?](https://community.openai.com/t/openai-api-does-it-save-data-in-openai-platform/787600)

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**Author:** [@abhinavk806](https://community.openai.com/u/abhinavk806)\
**Replies:** 0\
**Last updated:** [May 30, 2024, 1:39pm UTC](https://community.openai.com/t/openai-api-does-it-save-data-in-openai-platform/787600 "2024-05-30T13:39:32Z")

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I am using openai api to get the response from the file. I am using the model gpt-3.5-turbo. I wanted to know is the data getting shared with the openai platform/company by default when i am uploading the file or when I …

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## ["UI Results Differ from API Results for GPT-4o"](https://community.openai.com/t/ui-results-differ-from-api-results-for-gpt-4o/783160)

<div class="topic-metadata">

**Author:** [@naziya](https://community.openai.com/u/naziya)\
**Replies:** 0\
**Last updated:** [May 28, 2024, 8:08am UTC](https://community.openai.com/t/ui-results-differ-from-api-results-for-gpt-4o/783160 "2024-05-28T08:08:07Z")

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I was trying to extract the information from the image.When am doing in the Playground UI am getting accurate results without spelling mistakes.But the same am trying with the API API , am facing spelling mistakes.This i…

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## [Total and utter frustration](https://community.openai.com/t/total-and-utter-frustration/774179)

<div class="topic-metadata">

**Author:** [@mdimmick](https://community.openai.com/u/mdimmick)\
**Replies:** 2\
**Last updated:** [May 23, 2024, 8:45am UTC](https://community.openai.com/t/total-and-utter-frustration/774179 "2024-05-23T08:45:11Z")

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Dear OpenAI Support, I am a paying client, but I was unable to utilise the help option because the link is not active. I have return to start doing some development after some months and having no end of trouble where i…

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## [GPT actions with custom headers / OpenAPI compatibility](https://community.openai.com/t/gpt-actions-with-custom-headers-openapi-compatibility/575048)

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**Author:** [@former.token](https://community.openai.com/u/former.token)\
**Replies:** 7\
**Last updated:** [May 20, 2024, 3:38am UTC](https://community.openai.com/t/gpt-actions-with-custom-headers-openapi-compatibility/575048 "2024-05-20T03:38:06Z")

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Generally, it works well, and I can build a simple workflow, even emulating user-level authentication to an acceptable degree. There are a couple of prominent issues that I assume are attributed to the service beta statu…

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## [GPT ignores pagination instructions for API endpoints](https://community.openai.com/t/gpt-ignores-pagination-instructions-for-api-endpoints/712435)

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**Author:** [@wnstnsmth](https://community.openai.com/u/wnstnsmth)\
**Replies:** 4\
**Last updated:** [May 4, 2024, 3:15pm UTC](https://community.openai.com/t/gpt-ignores-pagination-instructions-for-api-endpoints/712435 "2024-05-04T15:15:19Z")

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My API returns paginated data, especially the latest\_prices endpoint. The latest\_connections endpoint usually only returns one page. I have put that in the OpenAPI spec, I have even provided an example: openapi: 3.0.0 i…

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## [Acceding GPTs via API that accepts parameters and can process information internally to customize response based on parameters in the URL](https://community.openai.com/t/acceding-gpts-via-api-that-accepts-parameters-and-can-process-information-internally-to-customize-response-based-on-parameters-in-the-url/495648)

<div class="topic-metadata">

**Author:** [@diegoUSDZ](https://community.openai.com/u/diegoUSDZ)\
**Replies:** 1\
**Last updated:** [March 4, 2024, 6:40am UTC](https://community.openai.com/t/acceding-gpts-via-api-that-accepts-parameters-and-can-process-information-internally-to-customize-response-based-on-parameters-in-the-url/495648 "2024-03-04T06:40:19Z")

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Hey community so I was thinking about in what form factors I could use GPT. Currently I think is not available to access the GPT via an api. What I want is to create a iOS Shortcut. A shortcut to target my GPT and pass…

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