From openai import openai example Mama Lion had made a breakfast feast! from phi. env file from dotenv import find_dotenv, load_dotenv _ = load_dotenv(find_dotenv()) OPENAI_API_KEY = os. 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. This SDK will allow you to interact with the OpenAI API seamlessly. beta. Import the necessary packages within the Python shell or in the notebook: import os from openai import AzureOpenAI. It is generated from our OpenAPI specification with Stainless. Step 2: Parsing PDFs and Extracting Visual Information: In this section, we will parse our PDF document the World Bank report - A Better Bank for a Better World: Annual Report 2024 and extract textual and visual information, such as describing images, graphics, and tables. env file is essential. eva ["In a heavy 2-quart saucepan, mix brown sugar The official Java library for the OpenAI API. openai import OpenAIChat agent = Agent (model = OpenAIChat (id = "gpt-4o"),) # Get the response in a variable # run: RunResponse = agent. Jan 15, 2025 · Here's a simple example of how to generate text using the OpenAI API: import openai openai. import os from openai import OpenAI # Initialize the OpenAI client client = OpenAI() OpenAI. tho if u post the full script we could probly help alittle more Nov 9, 2023 · My issue is solved. Environment Variables: Never hard-code your API keys in your code. that could be giving u problems it can create pylons problems and syntax errors. Sets the name of an OpenAI model directly. If you are unable to set that environment variable before your app starts, you can use the set_default_openai_key() function to set the key. 3k次，点赞57次，收藏38次。openAI库是OpenAI官方提供的Python SDK，旨在帮助开发者轻松调用OpenAI的API，实现自然语言处理（NLP）、图像生成、代码补全等AI功能。通过openAI库，开发者可以快速集成GPT、DALL·E等先进模型，构建智能应用。_安装openai库 Sep 30, 2023 · Open-source examples and guides for building with the OpenAI API. Contribute to openai/openai-cookbook development by creating an account on GitHub. Mar 17, 2024 · Hello, Is function call incompatible with streaming? I have an example without streaming and it works well. from openai import OpenAI from openai_structured import openai_structured from openai_structured. Here is the code I am using: import os from openai import OpenAI from dotenv import load_dotenv, find_dotenv _ = load_dotenv(find_dot… title ingredients directions link source NER; 0: No-Bake Nut Cookies ["1 c. 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. api_key = "YOUR_API_KEY" Implementing Sentiment Analysis with OpenAI API. You signed in with another tab or window. schemas import SimpleMessage client = OpenAI result = openai_structured (client = client, model = "gpt-4o", output_schema = SimpleMessage, user_prompt = "What is the capital of France?") print (result. Mar 1, 2025 · Importing the OpenAI SDK. hexdigest() # Function to Mar 5, 2024 · Open-source examples and guides for building with the OpenAI API. The latest and most popular Azure OpenAI models are chat completion models. This is available only in version openai==1. Mar 10, 2022 · Using the following function ensures you get your embeddings as fast as possible. The AzureOpenAI module allows access to OpenAI services within Azure. Dec 6, 2024 · Hey everyone, I’m new to the OpenAI API, and wondering how to give few-shot examples when using structured outputs. OpenAI will read those PDFs, separate the content into multiple chunks of text, run embeddings on those and store those embeddings and the text in the Vector Store. Set the `model` on the Agent. py is: import os import openai openai. To utilize these models, you can import the Azure OpenAI Embeddings class as follows: from langchain_openai import AzureOpenAIEmbeddings Jan 17, 2025 · OpenAI Integration in Software Projects Examples GitHub: Explore repositories that showcase various implementations of OpenAI models. Create a custom OpenAI client. create( engine Dec 3, 2023 · I used to do if isinstance(e, openai. We start by importing the OpenAI SDK at the top of our JavaScript file and authenticate with our API key, which we have stored as an environment variable. 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. 5-turbo-instruct, you are probably looking for this page instead. Mar 10, 2022 · Open-source examples and guides for building with the OpenAI API. api_key using the os module: import openai import os openai. The code of openai-test. The script I’ve provided is linear, progressing through building the Oct 10, 2024 · Open-source examples and guides for building with the OpenAI API. 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 Check out the examples folder to try out different examples and get started using the OpenAI API. get Jun 22, 2024 · The title says it all, the example in the documentation for streaming doesn’t actually stream. chains import LLMChain from langchain. display import display, HTML from sklearn. content) # Print the response in the terminal agent. callbacks import get_openai_callback # Define the prompt template template = """ Summarize the following text in {language}: {text} Summary: """ prompt = PromptTemplate(template=template, input_variables=["text", "language"]) # Create the LLMChain chain = LLMChain(llm=llm, prompt=prompt) # Example Feb 12, 2024 · Introduction Artificial Intelligence (AI) is one of the most exciting and rapidly growing fields in computer science. 源自专栏《docker常用命令系列&&k8s系列目录导航》 前言. Can someone help me how to do recursive calling with streaming? import OpenAI from "openai"; import Nov 12, 2024 · Navigate to Indexes list on Pinecone and you should be able to view my-test-index in the list of indexes. I know that we have another JavaScript support package. By default, the SDK looks for the OPENAI_API_KEY environment variable for LLM requests and tracing, as soon as it is imported. Jan 13, 2025 · import hashlib import redis from openai import OpenAI import os client = OpenAI() # Connect to Redis (update with your Redis server details) redis_client = redis. When I set stream:true , then I am not getting the functions calling works. OpenAI is a leading research organization that focuses on advancing AI in a safe and beneficial way. display import display from PIL import Image from openai import OpenAI from pydantic import BaseModel, Field Sep 10, 2024 · Using the new Structured Output and Pydantic, let’s take the “getting started” example: from pydantic import BaseModel from openai import OpenAI client = OpenAI() class CalendarEvent(BaseModel): name: str date… Sep 28, 2023 · # Test to ensure that your OpenAI API key is defined as an environment variable or provide it when prompted # If you run this notebook locally, you may have to reload the terminal and the notebook to make the environment available import os from getpass import getpass # Check if OPENAI_API_KEY is set as an environment variable if os. llm. py """ import streamlit as st from openai import OpenAI from openai. 8+ application. realtime. 6 hours ago · Understanding the Fundamentals of OpenAI Function Calling. message) # "The capital of France is 6 days ago · To securely manage your OpenAI API key for a specific project, creating a local . The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. from lightrag. ", output_type = HomeworkOutput,) math_tutor 1 day ago · This example demonstrates how JSON responses from the OpenAI API can be seamlessly integrated into a full-stack application, providing structured and easily manageable data. Jul 9, 2023 · Then, in your Python script, you can set the openai. Feb 14, 2024 · Hi trying to use the very simpel example on the documentation site from openai import OpenAI client = OpenAI() completion = client. Open-source examples and guides for building with the OpenAI API. Next, import the OpenAI SDK in your JavaScript file. Here’s a minimal example: May 1, 2024 · Open-source examples and guides for building with the OpenAI API. Provides a Model implementation. DataFrame… Hi, i am new to Python, but trying out the PandasAI demo. Let's break down the process of performing sentiment analysis on a dataset: In previous tutorial we had implemented Spring Boot + Azure OpenAI Hello World Example. If anyone needs this. agent import Agent, RunResponse from phi. Aug 11, 2023 · Import the OpenAI Python library (if you don't have it, you'll need to install it with pip install openai) Download the audio file example # imports from openai import OpenAI # for making OpenAI API calls import urllib # for downloading example audio files import os # for accessing environment variables client = OpenAI( api_key = os. assistants. Jun 13, 2023 · import json from openai import OpenAI from tenacity import retry, wait_random_exponential, stop_after_attempt from termcolor import colored GPT_MODEL = "gpt-4o" client = OpenAI() Utilities First let's define a few utilities for making calls to the Chat Completions API and for maintaining and keeping track of the conversation state. You switched accounts on another tab or window. prompts import PromptTemplate from langchain. Dec 30, 2024 · 文章浏览阅读6. ; Cost Efficiency: If budget is a concern, GPT-4o mini or GPT-3. run("Share a 2 sentence horror story. realtime import AsyncRealtimeConnection class SessionDisplay ( Static ): """A widget that shows the current session ID. Steps: 1. You signed out in another tab or window. ; Using other LLM providers. However it may happen that openai may need access to some real time data. secrets["ASSISTANT_ID"] # Initialise the OpenAI client, and retrieve the Oct 28, 2023 · When I run openai example: python openai-test. openai import openai_complete_if_cache, openai_embed. Use the W&B OpenAI integration to monitor OpenAI API calls and understand how your projects and teams are leveraging LLMs. 5 days ago · Learn how to import Openai in Python effectively with practical examples and best practices for seamless integration. environ. 2. futures import ThreadPoolExecutor, as_completed import csv import pandas as pd client = OpenAI() MODEL = 'o1-preview' Feb 24, 2025 · Importing the SDK and Authenticating with OpenAI. We will create a Vector Store on OpenAI API and upload our PDFs to the Vector Store. Sep 4, 2023 · the the. To use the OpenAI API, you need to import the SDK and authenticate using your API key. pip install azure-identity Clone the repo or download the sample file; Open the sample file in Visual Studio Code or your IDE of choice. The zipfile module, which is part of the Python standard library, allows you to create and manipulate zip files easily. Explore the examples directory to see the SDK in action, and read our documentation for more details. OpenAI function calling is a sophisticated method that allows developers to define specific functions that an AI model can "call" when generating responses. Browse a collection of snippets, advanced techniques and walkthroughs. Sep 12, 2024 · from openai import OpenAI import json from IPython. Use environment variables to store sensitive information. May 20, 2024 · Hi, Im trying out the example from OpenAI documentation but I am getting failed only. 【gpt系列】OpenAI Python API库from openai import OpenAI用法示例拓展详细说明. Basic request To send your first API request with the OpenAI Python SDK , make sure you have the right dependencies installed and then run the following code: Feb 20, 2025 · !pip install openai. A basic agent consists of defining the tools that it will use and creating an instance of the agent. env. py, ‘urllib3. I am trying to build a drive thru app and do recursive calls based on order single item or multiple items. bashrc Sep 2, 2022 · Open-source examples and guides for building with the OpenAI API. Jan 14, 2024 · Here’s an example of how you might do this: from openai import OpenAI def get_openai_client(): return OpenAI() def my_callback_function(): client = get_openai_client() # Your code here This approach can help keep your code DRY (Don’t Repeat Yourself) and make it easier to manage the OpenAI client configuration in one place. . openai import OpenAI Sample DataFrame df = pd. When working with JSON responses from the OpenAI API, consider the following best practices: Sep 12, 2024 · from openai import OpenAI from IPython. Feb 20, 2023 · Open-source examples and guides for building with the OpenAI API. OPENAI_API_KEY, dangerouslyAllowBrowser: true, }); Mar 30, 2024 · """ app. ") from e elif isinstance(e, openai. It is designed for multiple tools, multiple turns, and multiple modalities — as opposed to current APIs, which either have these features bolted onto an API designed primarily for text in and out (chat completions) or need a lot bootstrapping to perform simple actions (assistants api). Contribute to openai/openai-python development by creating an account on GitHub. from openai_agents_sdk import Agent, Tool. print_response ("Share a 2 sentence horror Dec 4, 2023 · Open-source examples and guides for building with the OpenAI API. text_delta_block import TextDeltaBlock OPENAI_API_KEY = st. completions. First Steps and First Run. I thought it would be a ten min project. threads. Below is an example in JavaScript: import OpenAI from "openai"; const openai = new OpenAI({ apiKey: process. Jan 7, 2025 · # Get OpenAI API key by reading local . Completion. This chatbot framework can be applied across industries such as customer support, healthcare, education, and finance, providing automated yet personalized responses. OpenAI(api_key=api_key) class Example(BaseModel): field_1 : str field 6 hours ago · pip install openai pandas numpy matplotlib seaborn Set up your OpenAI API key: import openai openai. To run these examples, you'll need an OpenAI account and associated API key (create a free account here). 0 Open-source examples and guides for building with the OpenAI API. 5-turbo", messages=[ {"role": "system", "… Oct 4, 2023 · Note: you will need an OpenAI API key to run this colab. Also in another previous tutorial we had implemented spring boot + azure openai + RAG to provide reference text using vector database to openai. api_key = 'your-api-key' response = openai. Aug 18, 2024 · In this series, we have examined the basics of Azure Open AI, using the chat completions API, streaming responses, and finally, single and multi-tool calling. Reload to refresh your session. " """This example uses a custom provider for a specific agent. OpenAI recently released Distillation which allows to leverage the outputs of a (large) model to fine-tune another (smaller) model. # Usage example # To run the server, use the following command in your terminal: Oct 1, 2024 · Open-source examples and guides for building with the OpenAI API. This file will store your API key and ensure it is not exposed in version control systems. Sep 26, 2024 · Open-source examples and guides for building with the OpenAI API. description: `Compassionate, dramatic, and deeply moving, "To Kill A Mockingbird" takes readers to the roots of human behavior - to innocence and experience, kindness and cruelty, love and hatred, humor and pathos. Apr 24, 2024 · Finally got it working. Best Practices and Optimization Techniques. import os. beta. llm. Contribute to openai/openai-java development by creating an account on GitHub. 1 & 2" as well as the subtitle "100 Full-Page Patterns Value Bundle" which are found in different parts of the image. chat. We can leverage the multimodal capabilities of these models to provide input images along with additional context on what they represent, and prompt the model to output tags or image descriptions. Make sure your OpenAI API key is correctly set up in your environment to authenticate your requests. encode('utf-8')). Request IDs. Jan 2, 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. futures import ThreadPoolExecutor import csv client = OpenAI() MODEL = 'o1-preview' We have our articles stored in an accessible csv. As an example, it demonstrates how to integrate this setup with Retool to create a REST endpoint, enabling seamless interaction with ChatGPT as an action. import OpenAI from "openai"; const openai = new OpenAI({ apiKey: process. For more information on debugging requests, see these docs. You can use other LLM providers in 3 ways (examples here):. model. ChatCompletion. Schema validation, prompting is controlled by type annotations import instructor import matplotlib. assistant_stream_event import ThreadMessageDelta from openai. 这个库为开发者提供了方便的接口来访问 OpenAI 的 REST API，支持同步和异步操作，并且提供了丰富的错误处理和日志记录功能。 Configuring the SDK API keys and clients. You are currently on a page documenting the use of Azure OpenAI text completion models. sha256(prompt. """ Nov 11, 2024 · This notebook provides a step-by-step guide for using Pinecone as a vector database to store OpenAI embeddings. Unless you are specifically using gpt-3. In addition to chat models, Azure OpenAI also offers embedding models that are particularly useful for tasks such as semantic search and content recommendation. It includes detailed explanations of the API endpoints, request formats, and response structures. secrets["OPENAI_API_KEY"] ASSISTANT_ID = st. The library includes type definitions for all request params and response fields, and offers both synchronous and asynchronous clients powered by httpx. retrieve(existing_assistant 6 hours ago · from langchain. "Please set EXAMPLE_BASE_URL, EXAMPLE_API_KEY, EXAMPLE_MODEL_NAME via env var or code. ProxyError’ happned. OpenAI Integration in Software Projects GitHub GPT Chat : Check out projects that utilize GPT for chat applications, enhancing user interaction. Jul 12, 2022 · Open-source examples and guides for building with the OpenAI API. Notably, our SDK is compatible with any model providers that support the OpenAI Chat Completions API format. 6 days ago · The official documentation provides comprehensive guides and examples to help developers get started with the OpenAI import. First of all there are credits in my account Windows 11 computer Mar 11, 2025 · The Responses API is a new API that focuses on greater simplicity and greater expressivity when using our APIs. error. Share your own examples and guides. In today’s article, we will examine how to return structured output from the LLM response. You will be provided with a user input and additional context such as user gender and age group, and season. Create a `Model` that uses the custom client. create( model="gpt-3. OpenAI provides an API (Application Programming Interface) that allows developers to easily access their powerful AI models and integrate them into their Jan 30, 2025 · Conclusion. The official Python library for the OpenAI API. 2. Examples and guides for using the OpenAI API. Aug 6, 2024 · from enum import Enum from typing import Union import openai product_search_prompt = ''' You are a clothes recommendation agent, specialized in finding the perfect match for a user. In this example, we'll generate templated Weave Boards: LLM usage monitoring dashboards which you can explore and customize from the UI. May 10, 2023 · Here is the code i am running: import pandas as pd from pandasai import PandasAI from pandasai. pyplot as plt import pandas as pd from IPython. Ensure you have installed the necessary Python libraries for seamless AI API integration. In this example, the question prompts the model to determine the title of the book. OPENAI_API_KEY, dangerouslyAllowBrowser: true, }); Important Notes. 5 Turbo may be more suitable. 5-turbo”, messages=[ {“role”: “system”, “content”: “You are a poetic assistant, skilled in explaining complex programming 1 day ago · import logfire from openai import AsyncAzureOpenAI from agents import set_default_openai_client, set_tracing_disabled # Configure your OpenAI client azure_openai Jan 19, 2024 · from openai import OpenAI import json client = OpenAI() # Example dummy function hard coded to return the same weather # In production, this could be your backend API from openai. Apr 24, 2024 · Open-source examples and guides for building with the OpenAI API. examples. ") # print(run. environ["OPENAI_API_KEY"] This approach keeps your API key hidden from your source code, which can be useful when working with version control systems like Git or when collaborating with others. OPENAI_API_KEY, dangerouslyAllowBrowser: true, }); 6 days ago · Choosing the Right Model. Jan 15, 2025 · Open-source examples and guides for building with the OpenAI API. from agents import Agent, InputGuardrail, GuardrailFunctionOutput, Runner from pydantic import BaseModel import asyncio class HomeworkOutput (BaseModel): is_homework: bool reasoning: str guardrail_agent = Agent (name = "Guardrail check", instructions = "Check if the user is asking about homework. RateLimitError): raise Exception("Rate limit exceeded too many times. Example code and guides for accomplishing common tasks with the OpenAI API. 3. Nov 1, 2024 · Let's inspect a random sample from the training set. api_key = os. His tummy rumbled with excitement as he raced to the kitchen. getenv The official Python library for the OpenAI API. Note that in this example Aug 30, 2023 · ok, let me give you my entire demo code an see if this runs for you, you can then utilise that as a jumping off point, note that I make use of environmental variable set with the export command, if you wish the API key to be stored in your enviroment across reboots and session you can use echo 'export OPENAI_API_KEY=your_api_key' >> ~/. We will first examine structured output without function calling and then update the earlier multi-function calling example to output JSON Dec 6, 2024 · import OpenAI from "openai" import axios from "axios" // For downloading the image import fs from "fs/promises" // Optional, for debugging by saving the image locally const openai = new OpenAI() async function fetchIma… Nov 1, 2024 · from openai import OpenAI client = OpenAI() tts_text = """ Once upon a time, Leo the lion cub woke up to the smell of pancakes and scrambled eggs. StrictRedis(host='localhost', port=6379, decode_responses=True) # Function to generate cache key from the prompt (hash the prompt) def generate_cache_key(prompt): return hashlib. It’s probably a simple mistake but I’m totally brunt out and can’t absorb anymore info so I’m posting here. metrics import precision_score, recall_score, f1_score from concurrent. Nov 11, 2023 · How to use DALL-E 3 in the API. With these simple steps, you can set up an AI-powered chatbot using LangChain and OpenAI. types. set_default_openai_client is useful in cases where you want to globally use an instance of AsyncOpenAI as the LLM client. In this case, the answer is quite ambiguous as there is the main title "Patty's Patterns - Advanced Series Vol. create( model=“gpt-3. Feb 21, 2025 · Step 3: Import the OpenAI SDK and Authenticate. getenv(“OPENAI_API_KEY”) completion = openai. error 5 days ago · To create a zip file using the OpenAI Python API, you will first need to ensure that you have the necessary libraries installed. resources. All object responses in the SDK provide a _request_id property which is added from the x-request-id response header so that you can quickly log failing requests and report them back to OpenAI. It’s maybe 5 or 6 hours later- I don’t even know - and i cant get it working. firmly packed brown sugar", "1/2 c. Jan 8, 2025 · Below, you can find all the necessary tools for seamless Open AI API integration. ImportError: cannot import name ‘OpenAI’ from ‘openai’ Run: pip install openai --upgrade. After setting up your API key, import the necessary libraries from LangChain and other dependencies. When selecting a model, consider the following factors: Task Complexity: For intricate tasks, opt for GPT-4o or GPT-4 Turbo. Set an environment variable called OPENAI_API_KEY with your API key. This is different from the OpenAI module used to access the standalone OpenAI API. display import display, HTML import pandas as pd from concurrent. Mar 1, 2025 · Here's a complete example of how to import the SDK and authenticate with OpenAI: import OpenAI from "openai"; const openai = new OpenAI({ apiKey: process. Feb 23, 2025 · I thought I’d try the openai quickstart python example just to connect to the openai API. Mar 11, 2025 · Creating Vector Store with our PDFs. The openai library is crucial for interacting with the API, while libraries like requests may come in use for handling additional HTTP requests if needed. Jan 8, 2025 · If authenticating with Azure Active Directory, make sure you have azure-identity installed:. environ["OPENAI_API_KEY"] Importing Libraries. OPENAI_API_KEY, dangerouslyAllowBrowser: true, }); Running in a Browser Environment Nov 17, 2021 · Hi everyone, Just want to share an NPM package that I wrote for personal projects that supports OpenAI & TypeScript. This notebook explores how to leverage the vision capabilities of the GPT-4* models (for example gpt-4o, gpt-4o-mini or gpt-4-turbo) to tag & caption images. exceptions. Approach 1: Serialize as JSON string Here, I convert the structured output to a JSON string and use that as the content for the few-shot examples: import openai from pydantic import BaseModel client = openai. This can significantly reduce the price and the latency for specific tasks as you move to a smaller model. pxmntjcw pzfa miyg ymabo qoowbd esmpcba nmdks obxsxo ksnu dwbq xryidw iecvgwc gkur ycqq ixge