Openai response object python.

Openai response object python Step 2: Now import the OpenAI library in your Python environment and add your API key to the environment by executing the following lines of code in your text editor. 7, max_tokens=64, top_p=1, frequency_penalty=0, presence_penalty=0 ) And when I print the response I get this: Apr 21, 2025 · Here, we’re using a Google Colab notebook to run the command indicated below in order to install the Open AI library in Python. ). Nov 8, 2023 · Hello, I’m looking for a response_format doing this: response_format: { type: ‘json_list’ }, Any ideas on how to do it? The purpose is to return list with consistently valid JSON format to be parsed after, for now I’m just adding tokens in the prompt to achieve this result. beta. Completion. responses. get ("OPENAI_API_KEY"), ) response = client. を使えるのは__getattr__を実装しているから … Apr 27, 2025 · The response object is a crucial part of interacting with the OpenAI models, as it contains the results of the API call, including the generated text, usage statistics, and any potential errors. It is generated from our OpenAPI specification with Stainless. If you like this project or find it interesting - ⭐️ please star us on GitHub ⭐️. Feb 3, 2024 · I could not readily find examples of streaming for Assistants API in Streamlit - so I decided to build one myself. chat_completion_message. create( thread_id=st Feb 13, 2023 · Use the Edits endpoint. Any hint on what am I doing wrong? import os from openai import OpenAI client = OpenAI ( # This is the default and can be omitted api_key = os. The response object from the OpenAI API is structured as follows: id: A unique identifier for the response. Nov 8, 2023 · you always get structured response with the right schema; even if model doesn’t listen and returns extra text, JSON parsing won’t fail (because JSON payload is a separate field in the API response) I wrote a blog post with the complete example: Ensuring JSON Response Format in OpenAI Assistant API · Scorpil The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. Mar 12, 2025 · I’m getting an AttributeError: 'OpenAI' object has no attribute 'responses' when I try to use the new responses API. 0" Or alternately code for the new methods of the API library changes. If OpenAI had given anyone a heads up instead of jumping from 1. !pip install -q openai. create( engine="davinci", prompt="Hello", temperature=0. It is generated from our OpenAPI specification with Sep 7, 2024 · You are asking it to return a JSON object in you prompt, "Return the result as a JSON object. Understanding the OpenAI Response Object. py the OpenAI API will return the following completion:. Jun 23, 2024 · The response object is an iterable that yields chunks of data as they are generated. threads. Sep 10, 2023 · Hello everyone, I’m currently working on a project where I’m using the OpenAI API to generate responses based on user input. We are not specifying any stop tokens. openai_object. " that it why! If you give it the same prompt using the website, you will notice that the response is nicely formatted, that is because of those "```json content ```" markdown formatting. Apr 14, 2023 · You signed in with another tab or window. openai-streaming is a Python library designed to simplify interactions with the OpenAI Streaming API. create ( model = "gpt-4o", instructions = "You are a coding assistant that talks like a pirate. environ. If you run test. The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. To get responses sooner, you can 'stream' the completion as it's being generated. If you're generating long completions, waiting for the response can take many seconds. It looks something like this: { text: ‘’, index: 0, logprobs: null, finish_reason: ‘stop’ } 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. Nov 8, 2023 · you always get structured response with the right schema; even if model doesn’t listen and returns extra text, JSON parsing won’t fail (because JSON payload is a separate field in the API response) I wrote a blog post with the complete example: Ensuring JSON Response Format in OpenAI Assistant API · Scorpil Jul 5, 2024 · Interesting, it looks like they put back non-instantiated operation in recent openai python: The response object is still a new Pydantic model, with attributes and inner objects, needing new parsing. chat. types. To check your Python version, you can use the following command in your terminal or command prompt: Mar 11, 2023 · hello, i was trying simple req/res from chatGPT openai api and i got this: data: { id: ‘cmpl-6t0toKrE5sSwubu4uGmg5iURXyT30’, object: ‘text_completion’, created: 1678569516, model: ‘text-davinci-003’, choices: [ [Object] ], usage: { prompt_tokens: 1, completion_tokens: 16, total_tokens: 17 } any idea how to return the response? it should be in choices code i use below: const Construct the stream object; Pass the stream as content on the response object; More examples can be found in the examples directory in the repo: examples/test_streaming. ChatCompletion. create() method to generate chat completions. runs. ⭐️ Features. Jan 25, 2024 · I am a neophyte Python and OpenAI developer, who used to be a competent C/C++ programmer. 0, the response objects were OpenAIObject which was sub-classed Oct 5, 2021 · I am relatively new to Python. completions function you would write in python dictionary format (which looks like json key/value) Nov 8, 2023 · OpenAI Python Package Error: 'ChatCompletion' object is not subscriptable Previously in openai<1. It is generated from our OpenAPI specification with Jun 18, 2021 · I was coding a webapp based on GPT-2 but it was not good so I decided to switch to official OpenAI GPT-3. 0 以后. 2、用法示例. I can add it or this block only appears in the reference documentation Mar 2, 2023 · Ask questions, find answers and collaborate at work with Stack Overflow for Teams. choices[0]. Instead, I sometimes get multiple JSON objects separated by \n, or extra spaces and newlines after the JSON. create with response_format={"type": "json_object"}. Here is a snippet ~ stream = client. __class__ <class 'openai. ", input = "How do I check if a Python object is an instance of a class Jan 18, 2024 · Ask questions, find answers and collaborate at work with Stack Overflow for Teams. If you’re using an older version of Python, you might need to upgrade your Python version to use the OpenAI library effectively. OpenAI Python API library. 8+ application. 可以用 pip show openai 查看，如果不对，请更新pip install -U openai. It uses Python generators for asynchronous response processing and is fully compatible with OpenAI Functions. Topic: The Benefits of Digital Marketing Headlines: * Unlocking the Potential of Digital Marketing * Harnessing the Power of Digital Marketing for Your Business * How to Maximize Your Return on Investment with Digital Marketing * Exploring the Benefits of a Comprehensive Digital Marketing Oct 5, 2021 · I am relatively new to Python. Explore Teams Nov 8, 2023 · Hello, I’m looking for a response_format doing this: response_format: { type: ‘json_list’ }, Any ideas on how to do it? The purpose is to return list with consistently valid JSON format to be parsed after, for now I’m just adding tokens in the prompt to achieve this result. ", input = "How do I check if a Python object is an instance of a class openai-agents-python OpenAI Agents SDK openai-agents-python Intro Quickstart Examples async def stream_response (self, system_instructions: str Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. 0beta2 all the way to 1. I can add it or this block only appears in the reference documentation Oct 13, 2023 · OpenAI models return the response as an openai. py May 22, 2024 · OpenAI Streaming. Nov 11, 2023 · How to use DALL-E 3 in the API. Dec 30, 2023 · Send your request with an additional “assistant” chat dictionary object doing the above. ChatCompletionMessage'> Feb 15, 2024 · Sorry if these are dumb questions, but I am extremely new to this, but where does the tools array fit into your code, What I posted is full code for an API request to the openai python library to get an AI response from a model. create method to send messages to the API and receive a response. Following Assistants, how-it-works, creating-assistants: → I am successful with OpenAI Assistant calls like: from openai import OpenAI client = OpenAI() Nov 17, 2023 · pythonサンプル. Since December 19th, we’re seeing “gpt-4o-mini-2024-07-18” sporadically return invalid json objects which seem to be a result of an abrupt stop in completion (json is valid up to the point the response stops). GPT will similarly treat that as a cue to prime it’s response to conform as you indicated. You switched accounts on another tab or window. Mindful the python SDK has these helper functions, but I think this approach of iterating the stream object is more similar to the chat completions API. Include in your system message an instruction regarding the output format you are looking for (bulleted list, python list, flat numbered YAML, etc. I’m using the openai. Also, the other answer shows that you do not need to make a dictionary, you can also just get the attributes, see the remark there. Because new versions of the OpenAI Python library are being continuously released - and because API Reference and Cookbooks, and github are USELESS to describe what to do with the data return (or even show how to catch the API return) - I thought I’d demonstrate a basic application for you. 1. API call: python; stream; openai-api; server-sent-events; chatgpt-api; Sep 4, 2022 · At the end of the second code block, I can see an usage property with the info that I am searching, but the java api doesn’t have this object in the CompletionResult object. Contribute to openai/openai-python development by creating an account on GitHub. 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… Other ways to use non-OpenAI models. params that are accepted by the chat. py; examples/test_streaming_async. Nov 7, 2023 · 官方的 python openai 包，版本需要大于 1. The library includes type definitions for all request params and response fields, Jul 5, 2024 · Interesting, it looks like they put back non-instantiated operation in recent openai python: The response object is still a new Pydantic model, with attributes and inner objects, needing new parsing. Jun 22, 2023 · はじめに 『かがみの孤城』円盤発売まであと6️⃣日、nikkieです。 openai-pythonライブラリに関する小ネタです。 目次 はじめに 目次 APIのレスポンスの扱い方 OpenAIObjectは辞書を継承している OpenAIObjectインスタンスで. 0. リクエストを送る部分は以下のような感じでresponse_format={"type": "json_object"}を設定しています。 modelはサンプルではgpt-4-1106-previewを使用しましたが、gpt-3. The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. Here’s the relevant part of my code: response = openai May 28, 2021 · I’m finding my result comes back empty. The issue I’m encountering is when I try to access the ‘choices’ attribute from the response object. completions. Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Issue: I am trying to use the openai. Explore Teams Dec 30, 2023 · Send your request with an additional “assistant” chat dictionary object doing the above. The script I’ve provided is linear, progressing through building the Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. The library includes type definitions for all request params and response fields, Aug 6, 2024 · Our Python and Node SDKs have been updated with native support for Structured Outputs. Nov 12, 2024 · Hey everyone, I’m experiencing an issue where, despite specifying a JSON response format in an API call, the returned content isn’t always a single, parsable JSON object. Reload to refresh your session. Nov 7, 2023 · Perhaps when posting in this thread someone could spend thirty seconds of reading, install “openai classic”, and press the thanks button for the answer above… pip install "openai<1. Supplying a schema for tools or as a response format is as easy as supplying a Pydantic or Zod object, and our SDKs will handle converting the data type to a supported JSON schema, deserializing the JSON response into the typed data structure automatically, and parsing refusals if they arise. q. Jan 7, 2025 · Using the python client, we call AsyncOpenAI. You can integrate other LLM providers in 3 more ways (examples here): set_default_openai_client is useful in cases where you want to globally use an instance of AsyncOpenAI as the LLM client. message. I’m hoping someone would be kind enough to help me extract the value from “text” in the response below; so, it prints the answer, “Sacramento”. Oct 13, 2023 · OpenAI models return the response as an openai. 1. OpenAIObject object, which you can convert to a Python dictionary, list, or Pandas DataFrame. Processing the OpenAI model’s response is highly subjective and depends upon the contents of the OpenAI object. However, every time I run the code, I receive the Apr 14, 2023 · You signed in with another tab or window. Nov 21, 2022 · The core of your answer is the same as the answer above a month earlier, I guess you oversaw that. completions function you would write in python dictionary format (which looks like json key/value) 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. You signed out in another tab or window. 有两个变化 - 在申明的时候，传入 response_format={"type": "json_object"} - prompt需要包含有返回json的提示，比如请返回json格式 Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. So I make that request: response = openai. py; examples/test_streaming_simple. 5-turbo-1106だと少し精度が落ちてしまいました。（日本語プロンプトのせいかも） The official Python library for the OpenAI API. I think I am missing some methods probably very obvious to seasoned programmers in this space. 1 internal and dumping wheels on those Sep 7, 2024 · You are asking it to return a JSON object in you prompt, "Return the result as a JSON object. The library includes type definitions for all request params and response fields, and offers both synchronous and asynchronous clients powered by httpx. Feb 8, 2024 · If you’re using a Python version within this range, you should be able to use the code without any issues. Python The official Python library for the OpenAI API. This is for cases where the LLM provider has an OpenAI compatible API endpoint, and you can set the base_url and api_key. 有两个变化 - 在申明的时候，传入 response_format={"type": "json_object"} - prompt需要包含有返回json的提示，比如请返回json格式 import os from openai import OpenAI client = OpenAI ( # This is the default and can be omitted api_key = os. lkzqdd lqjmr aqykfb qeotq fdi ljpck jtsrx xheffz lshckg uwvasu erwc kuaae lbycr kcdgut zxh