From openai import assistanteventhandler start_chat ( model = "gpt-4-turbo" , user_message = "오늘 날씨 어때?" ) # Assistants API는 대화 상태를 자동으로 관리함 response = openai . iter_text(), . thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An import openai # 처음 대화 시작 시에는 대화 기록이 필요 response = openai. retrieve(existing_assistant May 1, 2024 · Upload files for file search. To access your files, the file search tool uses the vector store object. runs. Jun 22, 2024 · The title says it all, the example in the documentation for streaming doesn’t actually stream. Jul 12, 2024 · I Ctrl F and didn’t find ModelField at all, I assumed it was some random object in a source code file. 0) After switching to the new functions I always get one error: ImportError: cannot import name ‘OpenAI’ from ‘openai’. environ['OPEN_AI_KEY'] ASSISTANT_ID = os. None of Mar 15, 2024 · Hey all, I’m working on an assistant I’m expecting to call my functions. (I have shown only core part) client = OpenAI(api_key=OPEN_AI_API_KEY) class EventHandler(AssistantEventHandler): def on_text_de… May 16, 2024 · In this article, we’ll walk through integrating OpenAI’s Assistant API into a React. import asyncio import os from typing import Any, Callable, List import aiofiles from autogen_core import AgentId, MessageContext, RoutedAgent, message_handler from openai import AsyncAssistantEventHandler, AsyncClient from openai. • Tasks created to handle Aug 23, 2024 · I spent some time creating a sample of how to use async version of the steaming API. I’m working on an AWS EC2 instance, and I’ve tried to re-install the openai package, and upgrade it. thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. May 27, 2024 · """ from typing_extensions import override from openai import AssistantEventHandler class EventHandler (AssistantEventHandler): @override def on_text_created import asyncio import os from typing import Any, Callable, List import aiofiles from autogen_core import AgentId, MessageContext, RoutedAgent, message_handler from openai import AsyncAssistantEventHandler, AsyncClient from openai. class EventHandler We ran into an issue while authenticating you. If this issue persists, please contact us through our help center at https://help. create(name=“Math Tutor”, instructions=“You are a personal math tutor. To stream the response body, use . This cookbook demonstrates how to to use OpenAI Assistant to create an agent that can run code and Q&A over document. Try this: import openai import os from openai import OpenAI. id, assistant_id=assistant. 28. import os from openai import OpenAI # Initialize the OpenAI client client = OpenAI() OpenAI. thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An サンプル: OpenAI Assistants stream API を使う. Jun 16, 2024 · # Import necessary libraries from openai import OpenAI # Used for interacting with OpenAI's API from typing_extensions import override # Used for overriding methods in subclasses from openai import AssistantEventHandler # Used for handling events related to OpenAI assistants # Create an instance of the OpenAI class to interact with the API. thread = client. beta. Nov 7, 2023 · You need to import both openai and OpenAI, as well as set your key as an environment variable. The documentation contains a simple example, but I could not find an example that used functions and tool_calls anywhere. I was following this example OpenAI docs: function-calling. json(), . At this moment my solution is pretty simple, it is based on a similar topic - create-question import asyncio import os from typing import Any, Callable, List import aiofiles from autogen_core import AgentId, MessageContext, RoutedAgent, message_handler from openai import AsyncAssistantEventHandler, AsyncClient from openai. import chainlit as cl. config import OPENAI_API_KEY client = OpenAI(api_key=OPENAI_API_KEY) debug from typing_extensions import override from openai import AssistantEventHandler # まず、EventHandlerクラスを作成し、 # レスポンス・ストリームのイベントをどのように処理するかを定義する。 Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. GitHub Gist: instantly share code, notes, and snippets. threads. Would appreciate any help. thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An Mar 19, 2024 · I can not for the life of me figure out how to resolve my import issues in the python library, I just keep getting cannot import name ‘AssistantEventHandler’ from ‘openai’ or no openai. I probably stream something twice, and I tried to comment some of the print statements but can’t figure it out. OpenAIのAssistants APIをそのまま使用することで、自前でLangChainのエージェントなどを使用して同様の処理を実装する手間を省け、非常に便利です。 Sep 26, 2024 · from typing_extensions import override from openai import AssistantEventHandler, OpenAI from openai. There are two versions: Streaming iterator version import os from openai import AsyncOpenAI # OpenAI API settings OPENAI_API_KEY = os. 11 so I can’t make use of it, but it doesn’t matter since I have the name right for this version of the API at least. As a result, the client doesn’t receive the expected data. You can also create Assistants directly through the Assistants API, like so: Mar 23, 2024 · OpenAI recently updated their streaming assistant API. create ( messages= [ { "role": "user", "content": question, }, ] ) print (f"Question: {question}\n") with client. assistants. I changed my event_handler to use AsyncAssistantEventHandler: from openai import AsyncAssistantEventHandler In my main. from typing_extensions import override from openai import AssistantEventHandler, OpenAI from openai. Here is the code for reference: from typing_extensions import override from openai import AssistantEventHandler, OpenAI client = OpenAI() class EventHandler(AssistantEventHandler): @override def on_text_created(self, text) -> None: print(f"\\nassistant > ", end="", flush=True) @override def on_tool Jul 25, 2024 · The @override decorator was added in Python 3. They can be used to build agents in AutoGen. I’m on 3. display import display, Markdown, clear_output # Used for Dec 5, 2024 · 1. Symptoms • WebSocket connection opens and messages are received. value, end = "") def on_error(error): print(error) Nov 10, 2023 · The easiest way to get started with the Assistants API is through the Assistants Playground. I am using python 3. parse(). The above interface eagerly reads the full response body when you make the request, which may not always be what you want. Aug 2, 2024 · from typing_extensions import override from openai import AssistantEventHandler # First, we create a EventHandler class to define # how we want to handle the events in the response stream. The SDK provides convenience wrappers around the API so you can subscribe to the types of events you are interested in as well as receive accumulated responses. Upload your files and create a vector store to contain them. thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An Apr 24, 2024 · Finally got it working. responses import StreamingResponse from openai import OpenAI, AsyncOpenAI OPEN_AI_API_KEY = 'you_api_key' async_client = AsyncOpenAI(api_key=OPEN_AI_API_KEY) client = OpenAI(api_key=OPEN_AI_API_KEY) app = FastAPI() async def stream_assistant_response(assistant_id, thread_id): stream = async_client. config import config. I initially tried with some Azure solutions like LUIS and QnA Maker, but it didn’t work out. Feb 6, 2024 · This is something that happened to me, and here’s what worked for me ( I’m not saying it will work for you. Apr 14, 2024 · from typing_extensions import override from openai import AssistantEventHandler class EventHandler (AssistantEventHandler): @ override def on_text_created (self, text Apr 18, 2024 · 本記事では、2024年4月18日からVersion 2 になったAssistants APIの使い方を1から解説します。 この記事は、OpenAI公式サイトの内容と、実際に手元で実践した結果を混合したものになっています。 まだ探りきれていないので、この記事をアップデートしていく予定です。 まず、以下が新機能の概要です OpenAI Assistant Agent#. After digging around I have figured out, that I need some extra methods in the EventHandler class that I use to extend on AssistantEventHandler. openai. com/docs/assistants/overview?context=with-streaming getting import … Jun 11, 2024 · I saw that in a newer release, openai-python supports an AssistantEventHandler for streaming an assistant run for updates. js application. I wanted to try using it as a normal GPT, but when i get the response, it seems t add a sort of summary of the request before the actual response: user > Text(annotations=[], value='Hello')Hello Jane Doe! I'm just a computer program, so I don't have feelings, but I'm here and ready to help you. 0 で追加されました。 Release v1. OPENAI Assistants API概述 # OPENAI Assistants API概述:构建AI助手，并提供工具和集成功能 OPENAI的Assistants API允许我们在自己的应用程序中构建AI助手。助手包含指令(instructions)，并可以利用模型(models)、工具(tools)和文件(files)来响应用户查询。Assistants API 当前支持三种类型的工具：代码解释器、文件搜索和 Oct 1, 2024 · I found the solution! from fastapi import FastAPI from fastapi. In particular I needed on_text_delta as not every part of the conversation results in tool calls. py file I added an async client for the async streaming calls AsyncOpenAI. os. iter_bytes(), . Here is a link Mar 20, 2024 · Got this error while trying to implement streaming response in my chatbot I am following the document which Assistant APi has https://platform. May 19, 2024 · from openai import AssistantEventHandler class MyEventHandler(AssistantEventHandler): # 👈 Define class def on_text_delta(self, delta, snapshot): # 👈 Subscribe to event print(delta. Contribute to openai/openai-python development by creating an account on GitHub. 9 if that is relevant, hopefully this is an OK thread to ask this. threads import Text, TextDelta from openai. The key to success appears to be in the event handler. My current source code looks like this, with all of the possible event outputs from the AssistantStream printed for the sake of testing async function runAssistant(threadId, assistantId, req, res) { let textOut = ""; let toolChangedLast Jun 11, 2024 · from openai import AssistantEventHandler, OpenAI from typing_extensions import override Then in the event handler class @override async def on_event(self, event . thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An OpenAI Assistant Agent#. thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An Apr 24, 2024 · So, i recently started using the Assistant API, and i really dont know much as of yet. Assistant . 0 to 1. class Jul 24, 2024 · I’m developing a FastAPI application where I’m using WebSockets to send text deltas from an Assistant’s API event handler in real-time. com. How much would our latency reduce by implementing AssistantEventHandler instead? Is it worth the migration? OpenAI supports streaming responses from Assistants. from openai import AsyncAssistantEventHandler, AsyncOpenAI, OpenAI. (openai==0. types. stream ( thread_id=thread. I am experimenting with Assistants, streaming, and tool calls. May 18, 2024 · はじめに. from openai import AsyncOpenAI Now the event handler sends the stream through my websocket like it’s supposed to 👍 This all from openai import OpenAI from typing_extensions import override from openai import AssistantEventHandler # 设置OpenAI客户端，这里需要填入你的API密钥 client = OpenAI (api_key = "你的API密钥") # 上传并索引文件以便检索，这里假设你已经有了file_id # 此步骤在代码外完成，例如通过OpenAI的Dashboard或API # 创建一个助手，启用retrieval import asyncio import os from typing import Any, Callable, List import aiofiles from autogen_core import AgentId, MessageContext, RoutedAgent, message_handler from openai import AsyncAssistantEventHandler, AsyncClient from openai. ) When I was installing the dependencies for my project, in the dotenv repos, the user didn’t have write permissions in the dotenv, so python was installing the dependencies in python’s . Let's begin by creating an assistant! We'll create a Math Tutor just like in our docs. thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An Jun 3, 2024 · はじめに OpenAIのAssistants APIをそのまま使用することで、自前でLangChainのエージェントなどを使用して同様の処理を実装する手間を省け、非常に便利です。 from typing_extensions import override from openai import AssistantEventHandler class EventHandler (AssistantEventHandler): @override def on_event (self, event): The official Python library for the OpenAI API. … Apr 30, 2024 · from typing_extensions import override from openai import AssistantEventHandler # 首先，我们创建一个 EventHandler 类来定义我们希望如何处理响应流中的事件。 Nov 14, 2024 · After I added many messages to the thread (more than 30,000 tokens in total), every subsequent request failed. beta and stuff like that. Is there a problem with the thread’s token calculation adding all the message tokens? this is my code import json import time from openai import AssistantEventHandler from openai import OpenAI from _openai. However, the tasks responsible for sending these deltas remain in the PENDING state and never run. iter_lines() or . bin folder by default, which meant that when I launched my project, the dependencies weren Mar 13, 2024 · Both python openai library and curl thread run create for new streaming feature functioned… But it’s very hard to adapt previous chat completion streaming code to new interface. runs import ToolCall, ToolCallDelta # Initialize the OpenAI client client = OpenAI() # Define the EventHandler class to handle streaming events class EventHandler import asyncio import os from typing import Any, Callable, List import aiofiles from autogen_core import AgentId, MessageContext, RoutedAgent, message_handler from openai import AsyncAssistantEventHandler, AsyncClient from openai. Dec 2, 2024 · 近年来，大语言模型（LLM）在人工智能领域取得了突破性进展，展现出强大的文本理解和生成能力。为更好地利用LLM的能力构建实际应用，各大科技公司纷纷推出了相应的API接口，其中Google的Assistants API凭借其强大的功能和便捷的操作，成为了开发者们的热门选择。 Mar 14, 2024 · OpenAI の公式 Python ライブラリで Assistants stream API を使う方法についてです。 stream API 自体は前からあったようですが、 Python の関数は v1. read(), . Here is the source: import ast from openai import OpenAI, AssistantEventHandler from functions import get_r Oct 1, 2024 · This is my code to retrieve stream response from OpenAI’s model which is event based. from literalai. helper import utc_now. If anyone needs this. api_key = os. The general idea is the same as the sync API, however, the exact imports can be a bit tricky. id, instructions="Please address the user as Jane Doe. As for my imports, here they are: from openai import AzureOpenAI, __version__ from openai import AssistantEventHandler from typing_extensions import override import json import pandas as pd import time import io from IPython. environ[“OPENAI_API_KEY”]=“YOUR_KEY_HERE” client = OpenAI() assistant = client. The documentation shows this code sample for streaming: from typing_extensions import override from openai import AssistantEventHandler, OpenAI client = OpenAI() class Sep 8, 2024 · When I add the code interpreter the final text I get as a response is doubled. Open AI Assistant and Azure OpenAI Assistant are server-side APIs for building agents. How can I May 28, 2024 · from typing_extensions import override from openai import AssistantEventHandler class EventHandler (AssistantEventHandler): @override def on_text_created (self, text) Oct 22, 2024 · Hello. We will cover the following steps: Setting up the initial state and handlers. Jul 25, 2024 · I’ve confirmed that the issue is due to not using the async client. I was previously using this before streaming, and now trying to integrate it. environ['ASSISTANT_ID'] # Predefined Oct 11, 2024 · from typing_extensions import override from openai import AssistantEventHandler # First, we create a EventHandler class to define # how we want to handle the events in the response stream. from chainlit. getenv('OPENAI_API_KEY')# stored If not add your key # Specify the ID of the existing assistant existing_assistant_id = "asst_myID" # Step 1: Retrieve the Existing Assistant existing_assistant = client. 12, which basically warns you if the name of the function you’re trying to overload changes. stream Jun 22, 2024 · Okay, now I’m really confused. with_streaming_response instead, which requires a context manager and only reads the response body once you call . At first, I thought it was me but I went back to the original streaming code to start over and discovered that the documentation is flawed. 10. thread import ToolResources, ToolResourcesFileSearch class OpenAIAssistantAgent (RoutedAgent): """An Jun 21, 2024 · Hello! I need to create a solution that will gather some information from the user based on the conversation and then use a function to generate an output (like pre-filled survey or some kind of schema). 14. text(), . runs import ToolCall, ToolCallDelta client = openai. Mar 15, 2024 · Confirm this is an issue with the Python library and not an underlying OpenAI API This is an issue with the Python library Describe the bug I am trying to use streaming assistant with function calling and whenever the tool output is subm Sep 3, 2024 · 文件搜索利用其模型外部的知识（如专有产品信息或用户提供的文档）对助手进行增强。 OpenAI 会自动分析和分块文档、创建和存储嵌入内容，并使用矢量和关键字搜索来检索相关内容来回答用户查询。 Feb 2, 2024 · After the latest OpenAI deprecations in early Jan this year, I’m trying to convert from the older API calls to the newer ones. ussa utpw lgr vuxb iqehd moooko gefdba irtgvin wnaiv ldax bwo jbedsf snhs tdya mgaz