By creating vector stores and uploading files to them, you can augment the models' inherent knowledge by giving them access to these knowledge bases or vector_stores. Individual files can be up to 512 MB, and the size of all files uploaded by one organization can be up to 1 TB. chat. If anyone has tried something similar, I’d really appreciate any tips, references, or examples you could share. You can provide up to 16 images. It would be good to have one or more working examples as starting points on how this is supposed to work and the proper format of the working Upload a file that can be used across various endpoints. A projects Usage Dashboard visibility is not related to the role of a user within Free OpenAI API Keys Welcome to the Free OpenAI API Keys repository! 🎉 Here you can find a collection of free OpenAI API keys for your projects. Supports text and image inputs, and text outputs. See the Assistants Tools guide for details. For reference, you can view and list files with the API. - bentoml/OpenLLM By fine-tuning openai/gpt-oss-20b on this dataset, it will learn to generate reasoning steps in these languages, and thus its reasoning process can be interpreted by users who speak those languages. I will use the gpt- Nov 22, 2023 · One of the most frequent questions or requests I’ve heard in the past weeks is how to upload files with the OpenAI Assistants API. e. Schemas use “strict” mode when possible, otherwise they’re loaded as-is. com/v1/files/ {file_id} Delete a file and remove it from all vector stores. Jan is an open-source alternative to ChatGPT. Mar 19, 2025 · 先日、OpenAIからAPIに関する以下のリリースがありました。OpenAI News - New tools for building agentsAIエージェント構築向けのプリミティブAPIであるResponses APIや各種ビルトインツール、Agent SDKなど、多くのデベロッパーにとって非常に魅力的な発表でした。本記事では、まずこの中からFile Searchを検証し May 14, 2024 · I’m working on integrating an AI assistant into my web app using the OpenAI API. The intended purpose of the uploaded documents. This allows us to validate the format of the uploaded file. Responses OpenAI's most advanced interface for generating model responses. OpenAI currently support a file storage quota of 100 GB of files per project. See below for the full code snippet: Aug 7, 2025 · Using the OpenAI Responses API we’ll invoke the model 30 times with our baseline prompt and save each response as a Python file in the results_topk_baseline. Aug 5, 2024 · I am trying to upload a PDF file and ask the model to give me a JSON object containing its data by what it understood. This functionality allows for the secure and efficient ingestion of various file types, such as documents, images, and code, directly into an AI assistant's workflow. These values won’t appear in response objects. The Fine-tuning API only supports . Enterprise and Edu workspace owners can open the menu next to the project name and select Delete project. This may take some time. Discover language-specific libraries for using the OpenAI API, including Python, Node. Learn how to send and return files using GPT Actions in the OpenAI API. js, . A detailed guide to creating and managing assistants with the Assistants API on the OpenAI platform. I will use the gpt- Retrieve file content get https://api. Complete reference documentation for the OpenAI API, including examples and code snippets for our endpoints in Python, cURL, and Node. GitHub Copilot works alongside you directly in your editor, suggesting whole lines or entire functions for you. completions PaulBellow December 28, 2023, 8:43pm 2 The image (s) to edit. Here is my code: app. How i can manage these files i. Extend the model's capabilities with built-in tools for file search, web search, computer use, and more. Delete file delete https://api. We can create a simple indexing pipeline and RAG chain to do this in ~40 lines of code. Think of it as a cloud drive specifically for the documents you want your AI applications to use. For certain purpose values, the correct mime_type must be specified. This File is usable in the rest of our platform as a regular File object. 3 KB This is an example of what I want to achieve in my program where I use openai api and openai. Nov 10, 2023 · How do I go about downloading files generated in open AI assistant? I have file annotations like this TextAnnotationFilePath (end_index=466, file_path=TextAnnotationFilePathFilePath (file_id=&#39;file-7FiD35cCwF6hv2eB7QOMT2&hellip; Jun 25, 2025 · The Deep Research API enables you to automate complex research workflows that require reasoning, planning, and synthesis across real-world i This article features detailed descriptions and best practices on the quotas and limits for Azure OpenAI. responses API Learn about different types of AI agents in VS Code, including local chat, background agents, and cloud agents for coding tasks. Feel free to use them and share with others. GPT‑5 produces higher-quality responses by using your company’s files and connected apps like Google Drive, SharePoint, and more, while respecting existing permissions. com/v1/containers/ {container_id}/files/ {file_id}/content The Responses API is a new stateful API from Azure OpenAI. （一个将 Google AI Studio 封装为兼容 OpenAI / Gemini 风格 API 的工具） - iBUHub/AIStudioToAPI Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. cpp inferencing engine (running GGUF formatted models), as well as an Apple MLX engine for Apple Silicon Macs. For the GPT image models (gpt-image-1, gpt-image-1-mini, and gpt-image-1. Please note that content from the files that are uploaded could be included in the output. Use File Search as a built-in RAG tool for assistants. Codex CLI is a coding agent from OpenAI that runs locally on your computer. Files are used to upload documents that can be used with features like Assistants, Fine-tuning, and Batch API. The status completed indicates that the vector store file is ready for use. My question is: Is there an existing endpoint or a section on the web that enables us to access these assistant output files more directly? Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Merge pull request #17 from skitsanos/renovate/pypi-werkzeug-vulnerab… This is a simple API to upload files into and interact with files from OpenAI's GPT engine. Mar 26, 2025 · 💡 What is Open Responses? Open Responses lets you run a fully self-hosted version of OpenAI's Responses API. If this quota is breached, you will see the following error: We recommend you delete unused files stored on your account. Get the latest updates on our best-in-class productivity apps and intelligent cloud services. Uploaded files can, for example, be used for training or evaluating fine-tuned models. May 22, 2025 · These files are being generated and saved in Data files sandbox: /mnt/data/<filename> How do we retrieve these files from Data files using File ID? How do we access Data files location? When user requests access path or link to generated file, assistant replies with a sandbox location. It’s now available on the new Responses API, an API that can be stateful or stateless, and with from new features like metadata filtering Creating Vector Store with our PDFs !pip install PyPDF2 pandas tqdm openai -q File Uploads FAQ We’re adding a new capability to upload and work with different types of documents inside ChatGPT. Get it here. pdf), Text File (. com/v1/files/ {file_id}/content Returns the contents of the specified file. js. Ship production-ready agents faster and more reliably across your products and organization. Please refer to documentation for the supported MIME types for your use case. My goal is to create a chatbot that I can provide a file to that holds a bunch of text, and then use the OpenAI Assistants API to actually use the file when querying my chatbot. Create stateful interactions with the model, using the output of previous responses as input. createReadStream(". openai. Jan 12, 2024 · An example URL for such a file is https://platform. send("OpenAI object not created"); return; // Step 1: Upload the PDF file. Mar 25, 2025 · OpenAI has expanded its API capabilities to support PDF files as input, enabling more versatile document processing and analysis for developers. A cursor for use in pagination. Oct 21, 2024 · Uploaded files can, for example, be used for training or evaluating fine-tuned models. It enables models to retrieve information in a knowledge base of previously uploaded files through semantic and keyword search. status(500). While powerful, the API lacks built-in bulk operations and visual management tools, making file management challenging for developers working with large datasets. Contribute to openai/skills development by creating an account on GitHub. Skills Catalog for Codex. const response = await openai. Create and manage container files for use with the Code Interpreter tool. Use "fine-tune" for fine-tuning. Once you complete the Upload, we will create a File object that contains all the parts you uploaded. All Learn how to use PDF files as inputs to the OpenAI API. The file object The File object represents a document that has been uploaded to OpenAI. Upload a file that can be used across various endpoints. For instance, if you make a list request and receive 100 objects, ending with obj_foo, your subsequent call can include after=obj_foo in order to fetch the next page of the list. Sep 15, 2024 · Automate file uploads and deletions using Python to simplify your workflow with OpenAI’s Assistant API. This capability builds on our existing Advanced Data Analysis model (formerly known as Code Interpreter) to improve performance on text-rich documents including PDFs, Microsoft Word documents, and presentations. Aug 7, 2025 · LM Studio ships both a llama. Learn about the tools available for OpenAI Assistants, including file search, code interpreter, and function calling. The API is built using Flask and uses the OpenAI Python library to interact with the OpenAI API. Learn how to use the OpenAI API to generate human-like responses to natural language prompts, analyze images with computer vision, use powerful built-in tools, and more. It's now available on the new Responses API, an API that can be stateful or stateless, and with from new features like metadata filtering Creating Vector Store with our PDFs !pip install PyPDF2 pandas tqdm openai -q Delete file delete https://api. Rethink productivity, streamline business processes, and protect your business with Microsoft 365. May 21, 2025 · OpenAI discards header values and all but the schema, domain, and subdomains of the MCP server_url after each request. So on… The OpenAI Assistants API File Upload Example represents a significant leap forward in empowering developers to build more sophisticated and contextually relevant AI applications. File search is a tool available in the Responses API. Feb 9, 2025 · Using files with OpenAI API- Assistant and Files Intro While using the chat completions API, you can sometimes need the model to access a big list of items or other kind of data. Apr 15, 2021 · I was wondering if anyone had a working File Upload example in python or otherwise. OpenAI offers a wide range of models with different capabilities, performance characteristics, and price points. The Assistants API supports files up to 2 million tokens and of specific file types. Each key is unique and randomly generated. Download the gpt-oss model → # For 20B lms get openai/gpt-oss-20b # or for 120B lms get openai/gpt-oss-120b A wrapper that exposes Google AI Studio as OpenAI- and Gemini-compatible APIs. Jan 8, 2026 · Learn more about the next era of Gmail, now using Gemini 3 and Personal Intelligence. Learn how to use Azure OpenAI's advanced GPT-5 series, o3-mini, o1, & o1-mini reasoning models The **OpenAI Responses API** is a newer, more powerful interface launched by OpenAI (around early 2025) to help developers build smarter, more capable AI applications—like AI assistants that can *search the web*, *read files*, *use a computer*, or even *generate images*—all within one single API call [4]. OpenAPI specification for the OpenAI API. create({ purpose: "assistants", file: fs. txt) or read online for free. Gets or sets the file to upload into Azure OpenAI. Jul 7, 2025 · I’m currently exploring ways to use the OpenAI API to clean or normalize inconsistent data in CSV files—for example, variations in company names, addresses, etc. My question is: Is there an existing endpoint or a section on the web that enables us to access these assistant output files more directly? A cursor for use in pagination. . Contribute to openai/openai-openapi development by creating an account on GitHub. For dall-e-2, you can only provide one image, and it should be a square png file less than 4MB. Here is my code: if (!openai) { res. Retrieve file content get https://api. The status of the vector store file, which can be either in_progress, completed, cancelled, or failed. The official Python library for the openai API Examples and guides for using the OpenAI API. The specific website we will use is the LLM Powered Autonomous Agents blog post by Lilian Weng, which allows us to ask questions about the contents of the post. Responses _ OpenAI API Reference - Free download as PDF File (. Refer to the model guide to browse and compare available models. The Microsoft 365 roadmap provides estimated release dates and descriptions for commercial features. I would like to provide a large training file so that the completions API would be more accurate but from what I can tell the File Upload only works with the Search API. jsonl files. Mar 11, 2025 · To address these hurdles, OpenAI is introducing several new offerings: Responses API, built-in tools for web and file search, a computer use tool and the open-source Agents SDK. Note that this applies even if the project is shared, and members will lose access to all files and chats within the project. /test. com/files/file-mJFGlkcDLfpxejspNDPm8gv0, but this approach requires prior knowledge of the specific file_id, which isn’t always practical or feasible. Best practices or recommended approaches would be incredibly helpful! Preview In this guide we’ll build an app that answers questions about the website’s content. Oct 21, 2024 · Creates a new file entity by uploading data from a local machine. Authorization keys and the server URL must be included with every API call. I started using OpenAI’s Assistant API in 2023, when it was first released. These include user uploaded content like files with purpose "fine-tune" for training or validation The status of the vector store file, which can be either in_progress, completed, cancelled, or failed. If you want Codex in your code editor (VS Code, Cursor, Windsurf), install in your IDE. delete or update? Any insights or guidance on this would be greatly appreciated! Oct 21, 2024 · Gets a list of all files owned by the Azure OpenAI resource. It's a fully-compatible drop-in replacement for the official This permanently deletes all files, chats, and instructions in that project and cannot be undone. Contribute to openai/openai-cookbook development by creating an account on GitHub. It brings together the best capabilities from the chat completions and assistants API in one unified experience. 5), each image should be a png, webp, or jpg file less than 50MB. For file formats and size, as well as per-GPT limits, please consult the File Uploads FAQ. Capabilities: Enabling Web Search, Canvas, Image Generation, and Code Interpreter & Data Analysis, will allow the GPT to perform additional functionality. Availability Available now to all ChatGPT Plus and ChatGPT get https://api. pdf"), The OpenAI Files API allows you to upload, manage, and delete files for use with Assistants, fine-tuning, and vector stores. It works seamlessly with any large language model (LLM) provider—whether it's Claude, Qwen, Deepseek R1, Ollama, or others. Oct 11, 2025 · What is the OpenAI Files API? The OpenAI Files API is a set of tools that lets you upload, manage, and delete files on OpenAI's servers. It's now available on the new Responses API, an API that can be stateful or stateless, and with from new features like metadata filtering Creating Vector Store with our PDFs !pip install PyPDF2 pandas tqdm openai -q We built the ultimate ChatPDF app that allows you to chat with any PDF: ask questions, get summaries, find anything you need! The status of the vector store file, which can be either in_progress, completed, cancelled, or failed. I’d like to know the process for uploading files to enhance the assistant’s knowledge base through the API. Learn how to use PDF files as inputs to the OpenAI API. NET, and more. Mar 11, 2025 · File search was previously available on the Assistants API. files. Quick setup Install LM Studio LM Studio is available for Windows, macOS, and Linux. get ("/", async (req: Request, res: Response) =& Upload a file that can be used across various endpoints. Dec 28, 2023 · API gpt-4, chatgpt, knowledge-files zaharberku December 28, 2023, 5:49pm 1 1422×420 42. Must be a supported image file or an array of images. after is an object ID that defines your place in the list. Run open-source AI models locally or connect to cloud models like GPT, Claude and others. Use the OpenAI Agent Builder to start from templates, compose nodes, preview runs, and export workflows to code. The Responses API also adds support for the new computer-use-preview model which powers the Computer use capability.

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