Jul 23, 2023 · In conclusion, integrating AI Copilot and Jupyter AI with Jupyter Notebook can significantly enhance coding productivity and the exploration of generative AI models. 7B 模型的完整流程，涵盖从镜像部署、服务启动到 LangChain 集成的各个环节。 我们重点实现了： 使用 langchain_openai. 6. Jun 15, 2024 · Built an open-source Jupyter Notebook that brings the power of @OpenAI 's code interpreter into your local Python development environment. Its name and logo are an homage to Galileo 's discovery of the moons of Jupiter, as documented in notebooks attributed to Galileo. 28. It seems a problem related to versions that seem incompatible. Contribute to dkhundley/openai-api-tutorial development by creating an account on GitHub. env 文件加载到环境变量中（避免把密钥硬编码到代码里） LLM Observability Jupyter Notebooks These notebooks introduce you to Datadog's LLM Observability Python SDK using hands-on examples. We’ve got much more to do very soon. Dec 16, 2022 · How to Use ChatGPT API Directly in your Jupyter Notebook Prerequisites Before we start, you need to sign up for an API key at the OpenAI API website (https://beta. import the openai library as: import openai as oai To use the AI, make an account at the openai website. Jupyter is financially sponsored by the Jupyter Foundation. With just a few lines of code, you can set up the API, generate text, and How To Use OpenAI API Key In Jupyter Notebook? Unlock the potential of AI in your coding projects with our latest video on using the OpenAI API in Jupyter No Dec 14, 2023 · Notebooks are a web-based Jupyter IDE with shared persistent storage for long-term development and inter-notebook collaboration, backed by accelerated compute. Such as the official one from OpenAI: beta. Leverage the power of AI-generated text in your projects. Aug 9, 2023 · JupyterLab has unveiled its latest integration with Jupyter, allowing users to seamlessly harness the power of generative AI within Jupyter environments. Use grouping by model to analyze token usage across different models. Nov 26, 2023 · Install OpenAI Library: You need to have the OpenAI Python library installed. Unleash May 23, 2025 · Generative AI offers potential for educational support, but often lacks pedagogical grounding and awareness of the student's learning context. sample # Sample environment variables file 1 day ago · # 第一个示例：LLM API 调用 python src/phase-1-llm-fundamentals/01-openai-api-basics. It demonstrates how to implement a Ret Project Jupyter's name is a reference to the three core programming languages supported by Jupyter, which are Julia, Python and R. I’ll love to share some of that insight in a new Sep 1, 2021 · I decided to see if I can get this integrated into Jupyter. api_key = os. Furthermore, researching student interactions with these tools within authentic learning environments remains challenging. head () inside Jupyter Notebook f Generative AI Course – From Principles to Prototypes 12 Lessons to start with (free, open-source) Jupyter Notebooks (assignments) Github Codespaces (environment OpenAI or Azure OpenAI (API key) Practice Prompt Engineering f Open Anaconda and launch a Jupyter Notebook or any python notebook in your preferred development environment. We recommend you use LangChain if you want to quickly build agents and autonomous Jul 18, 2024 · Welcome to the Clothing Matchmaker App Jupyter Notebook! This project demonstrates the power of the GPT-4o mini model in analyzing images of clothing items and extracting key features such as color, style, and type. A toolkit for developing and comparing reinforcement learning algorithms. Before being able to retrieve a response, we have to define the model first. Once you have the notebook open, you need to install the libraries and dependencies that will be used. 2 分步执行调用代码 依次输入并运行以下代码块： 加载库与初始化客户端 Nov 10, 2023 · Okay, so I followed this quickstart tutorial for getting ChatGPT api to work with python: https://platform. Dive world artificial intelligence elevate coding skills new heights. I am running Windows 10. Contribute to break-free/openai-jupyter-notebooks development by creating an account on GitHub. 5B镜像的完整流程，结合vLLM加速推理与Jupyter调用实现高效模型交互。 该轻量级模型适用于数学求解、代码生成等AI应用开发场景，支持低显存设备部署，助力开发者快速构建本地化智能助手。 13 hours ago · 文章浏览阅读597次，点赞4次，收藏11次。本文介绍了基于星图GPU平台自动化部署bge-large-zh-v1. There are various ways to view and execute notebook files. This innovative tool introduces the %%ai magic, transforming Jupyter notebooks into reproducible AI platforms compatible with various interfaces like JupyterLab, Google Colab, and VSCode. com OpenAI API Dec 26, 2025 · OpenAI offers services, APIs, and Python packages for both end-users and developers to make use of their AI capabilities. Jun 12, 2023 · It's our contribution to the coding community, aiming to make coding accessible, efficient, and fun. Real-Life Applications: Watch as we implement a variety of OpenAI API functionalities, from chat completions to embeddings and even image generation using DALL-E 3. 0. Robust Speech Recognition via Large-Scale Weak Supervision - openai/whisper Apr 14, 2025 · The GPT-4. notebook ml python3 openai dl gen gemini-api openai-api anthropic-claude elevenlabs-api groq-api anthropic-api Updated 4 days ago Python Dec 18, 2024 · Explore our OpenAI API Python Developer's Tutorial. A simple skeleton Jupyter notebook with ipywidgets UI for engaging in an OpenAI-powered chat conversation with a predefined system prompt for setting the context of the conversation. This tutorial provides a hands-on approach to using OpenAI's Assistant API, complete with code modules, interactive Jupyter Notebook examples, and best practices to get you started on creating intelligent conversational agents. Apr 10, 2023 · The reason why the openai module is not found when you switch to a different kernel in Azure ML Studio is because the module is installed in the Python environment associated with the notebook's kernel. Mar 28, 2025 · This cookbook guides you through building dynamic, multi-tool workflows using OpenAI's Responses API. 5 构建聊天机器人（Jupyter Notebook） 1）安装依赖 将以下命令粘贴到 Notebook 的第一个单元执行： !pip install openai python-dotenv --quiet openai：用于与 OpenAI 模型（如 GPT-3. Welcome to Jupyter AI, which brings generative AI to Jupyter. Examples and guides for using the OpenAI API. For a detailed instrumentation guide, see Trace an LLM Application. Notebooks are an increasingly popular abstraction in machine learning. 13 hours ago · 使用 ChatGPT-3. 5-7B-Instruct环境部署：Jupyter+WebUI双模式教程 1. For now, here’s a very tired me from the plugin night deadline (two days for us to get this going!) We’re quickly learning a lot about what GPT-4 “thinks” of our API. 1 seems to work fine. Running the Notebooks Start Jupyter Notebook: jupyter notebook Select a Notebook: Open any of the notebooks to explore functionalities such as chat, RAG, or text generation. We can create a simple indexing pipeline and RAG chain to do this in ~40 lines of code. Jupyter AI provides a user-friendly and powerful way to explore generative AI models in notebooks and improve your productivity in JupyterLab and the Jupyter Notebook. Jupyter Notebook ChatCompletion - Visual Studio Marketplace Jupyter Notebooks are already super-useful for running code that uses LLM - but imagine how insanely more helpful they can be if you generate the notebook's content via GPT-3. 5-turbo model. Included are several Jupyter notebooks that implement sample code found in the Langchain Quickstart guide. Here's a basic example: import matplotlib. Aug 23, 2023 · How to run existing Notebooks for free via Google Colab or Kaggle How to use secrets (such as API keys) in your Notebooks securely Where to find some initial Notebooks for learning and expanding your data science and AI skillset How to run open-source Jupyter Notebooks for free The fastest way to get started is with open-source Jupyter Notebooks. display module allows you to create an audio control that can play sound in Jupyter notebooks, providing a straightforward way to play audio data directly in your notebook. More specifically, Jupyter AI offers: A native chat UI in JupyterLab that enables you to work with Feb 27, 2024 · In the previous blog post, we explored the power of Jupyter Notebook within Visual Studio Code. com/docs/quickstart?lang=ChatCompletions Its the og Sep 3, 2025 · AI Assistant in Jupyter notebooks  Last modified: 03 September 2025 Only available in: PyCharm Professional and DataSpell Use Jupyter-specific AI features in PyCharm and DataSpell to explain Jupyter cells and dataframes, create new cells, generate visualizations, edit cells, and fix errors in your code. Here, we're using a Google Colab notebook to run the command indicated below in order to install the Open AI library in Python. Preview In this guide we’ll build an app that answers questions about the website’s content. 引言 1. Nov 13, 2025 · Explore the history and evolution of OpenAI Codex integrations with Jupyter. Aug 16, 2023 · To prepare and learn how to use the openai API, install the Miniconda and JupyterLab tools and run a simple openai-cookbook notebook. md # Project documentation (this file) └── . With under 10 lines of code, you can connect to OpenAI, Anthropic, Google, and more. Quickstart !pip install notebook_copilot %load_ext notebook_copilot %copilot Walk-through Get an OpenAI API Key Install Notebook Copilot directly from PyPI: pip install notebook_copilot Load the Notebook Copilot extension in your Jupyter notebook: Aug 28, 2025 · Which are the best open-source openai projects in Jupyter Notebook? This list will help you: langchain, generative-ai-for-beginners, openai-cookbook, GenAI_Agents, phoenix, Promptify, and lida. Notebooks eliminate development steps to create a machine learning environment and reproducible and collaborative. pyplot as plt import gym from IPython import display %matplotlib i About Build and deploy AI-driven assistants with our OpenAI Assistants Template. pip install openai Learn to code with AI in Jupyter notebooks. !pip install -q openai May 4, 2023 · Instead of running or hosting a Streamlit server or working with Docker containers, all the work is done in a Jupyter Notebook. Installation and Setup: To run the jupyter-notebook you will need to pip install the openai library pip install --upgrade openai This is also in the jupyter notebooks as well. I got error Jan 29, 2023 · In conclusion, using the ChatGPT API in Jupyter Notebook is a powerful way to generate human-like text quickly and easily. But you have to pay for this convenience though! We would like to show you a description here but the site won’t allow us. Mar 26, 2024 · As you can see, I directly copy/pasted the code snippets, with the exception of changing the api key, since I’m running this in my own Jupyter notebook. Contribute to openai/openai-cookbook development by creating an account on GitHub. 1 family of models represents a significant step forward from GPT-4o in capabilities across coding, instruction following, and lon 4 days ago · 6. In this article, you will learn how to run interactive sessions about your custom documents with OpenAI’s LargeLanguageModel (LLM) ChatGPT in Jupyter Notebook by using LangChain and IPyWidgets. ipynb I created a synapse environment in the same resource group in which I have created aoai resources/models and tried to run the first cell of notebook in it. ipynb # Main Jupyter notebook with all implementation ├── README. Follow Instructions: Each notebook contains detailed instructions and steps for interacting with OpenAI models. 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. I tested a Python 3. ChatOpenAI 兼容方式调用非 OpenAI 模型 配置 base_url 和 api_key 实现本地服务对接 openai_weather_agent_demo/ ├── weather_agent. I want to play with the OpenAI gyms in a notebook, with the gym being rendered inline. These include ChatGPT, which is able to hold intelligent conversations with Use this template repo to quickly create a devcontainer enabled environment for experimenting with Langchain and OpenAI. ai, covering 251 events. In this article, we will combine Jupyter Notebook and OpenAI to analyze real-world data sets. Learn why in-notebook AI is limited and how to connect your entire knowledge base for truly context-aware development. Jun 17, 2024 · The goal is to summarize >=1 Jupyter notebook (e. It streamlines data analysis, machine learning, and interactive learning by facilitating direct code and data inquiries, automating tasks, and boosting Python data science skills. g. Visualize token usage over time using matplotlib. In this tutorial, we’ll cover the fundamental concepts and guide you through the process of building a simple yet effective chatbot that leverages the power of OpenAI’s language model. 8 environment and openai==1. I was able to recreate the hello world experience in the live demo. Watch short videos about jupyter notebook v7 upgrade guide from people around the world. Nov 3, 2023 · Things To Try: Activate Data Wrangler (Preview) Activates on . To address this, we present JELAI, an open-source platform architecture designed to integrate fine-grained Learning Analytics (LA . Jupyter Notebook 实战演示 为了便于调试和可视化，推荐使用 Jupyter Notebook 进行交互式开发。 4. - openai/gym Using pip pip install -r pyproject. See below for the full code snippet: Aug 11, 2023 · PyDub is a simple and easy-to-use Python library for audio processing tasks such as slicing, concatenating, and exporting audio files. Specifically, I can't run the code below: !openai tools fine_tunes. This guide shows you how to install Jupyter AI, set up Jupyternaut, use the %%ai magic commands, and connect models like GPT or Claude for seamless, in-notebook AI coding. We will explore how we can quickly set up a Jupyter Notebook that showcases how we can use Python and AI Orchestrators to get back some meaningful results. After a few days of research and navigating the extension building process, I put together a JupyterLab plugin that can generate code based on the code cells in a Jupyter Notebook. Could really use some help to move forward, appreciate any thoughtful responses. Feb 6, 2024 · Rendering OpenAI Jupyter Notebook: Visual Guide Beginners Unleashing Power AI Coding Canvas Step realm AI-powered coding comprehensive guide rendering OpenAI Jupyter Notebook. Watch how easy it is to use Thread to edit code I wrote, chat with my notebook, or generate charts just using prompts. In our case we would like to utilize the gpt-3. We’ll: Call the API to get completions usage data. Apr 6, 2023 · I am now stuck at where to run the notebook example - https://github. With Codex CLI and the Agents SDK, that consistency can now scale like never before 6 days ago · This notebook demonstrates how to retrieve and visualize usage data from the OpenAI Completions Usage API and Costs API. These notebooks were created to accompany the CTO Insights talk presented by Jason Allen, hosted by NextPath and AzTia - jsonallen/ai_agents_demo Embedding The OpenAI ChatGPT API In A Jupyter Notebook Having set up the mandatory openai library and API key, we can now continue by making a test request to check whether everything is working properly. LangChain provides a pre-built agent architecture and model integrations to help you get started quickly and seamlessly incorporate LLMs into your agents and applications. Learn to set up, run it, combine it with Jupyter, and how to use F-strings. 5）交互 python-dotenv：用于安全管理 API Key 等敏感信息，从 . Learn to code with AI in Jupyter notebooks. com/Azure-Samples/Azure-OpenAI-Docs-Samples/blob/main/Samples/Tutorials/Embeddings/embedding_billsum. Feel free to name the notebook as you see fit. 18 Somehow from JupyterLab it doesn’t allow me to access to environment variable OPENAI_API_KEY My version in langchain is 0. openai. Use Jupyter AI to generate code, get explanations, and analyze data. Feb 14, 2015 · Coding from scratch is laborious since the process for developing and testing new models is largely the same each time but no-code and low-code platforms do not provide enough granularity to tweak models, loss functions, and training processes. 8. May 26, 2023 · Instead of going to chat. setting you up for becoming a prompt engineer! Likewise, for many models, you may directly choose the OpenAI provider in Jupyter AI instead of OpenRouter in the same way. [2] What would you like to happen? Add Jupyter notebook example for OpenAI text embedding model Issue Priority Priority: 2 (default / most feature requests should be filed as P2) Issue Components Compo Aug 24, 2023 · In the notebook you created in Step 3 replace the first cell with the following code import os import openai from dotenv import load_dotenv, find_dotenv _ = load_dotenv(find_dotenv()) openai. - AnthusAI/cus Feb 9, 2024 · Learn how to connect ChatGPT with Jupyter Notebook using the OpenAI API. Any thoughts? May 1, 2023 · Setting Up Your OpenAI API Key The first step to embedding the OpenAI ChatGPT API in your Jupyter Notebook is to obtain an API key from OpenAI. com/signup/). 总结 本文系统介绍了如何在 Jupyter Notebook 环境中调用 Qwen3-1. Aug 24, 2021 · I am getting the following after launching jupyter notebook on my machine, after doing pip install openai (which reports back that openai is installed correctly) I reviewed many online resources, but all assume that “import openai” works. Open your terminal and type “pip install openai” . toml # Or install manually: pip install python-dotenv pydantic jsonschema pandas openpyxl tiktoken openai google-genai groq langchain langchain-openai langchain-google-genai tqdm 2 days ago · 通义千问2. Discover secrets harnessing power OpenAI’s cutting-edge technology, seamlessly integrated within familiar environment Jupyter Notebook. Jupyter AI connects generative AI with Jupyter notebooks. Thanks for helping us shape this idea! Jul 23, 2025 · Installation of OpenAI package Step 1: Now open a text editor of your choosing or an online notebook like Google Colab or Jupyter Notebook . This repository contains Jupyter notebooks that demonstrate OpenAI’s conversation flow, tool calling capabilities, and the creation of simple AI agents using the OpenAI Agents SDK. 3. com to ask ChatGPT questions, you can directly ask the questions in Jupyter Notebook. We would like to show you a description here but the site won’t allow us. 5 or GPT-4! Aug 1, 2022 · Use OpenAI CODEX to automatically edit existing code to add documentation, only using only natural language instructions Jan 23, 2023 · A Jupyter Notebook application is a browser-based language shell, and its core languages are Julia, Python, and R. env. Most ML researchers experiment in Jupyter notebooks. OpenAI API Tutorial. 2 days ago · 本文介绍了基于星图GPU平台自动化部署DeepSeek-R1-Distill-Qwen-1. If you aren’t familiar with Jupyter Notebook, pandas, or Python, try out our course Getting Started with Python for Data Science to learn about these topics. 350 By the way, I have just installed Anaconda Navigator (I don’t know if can be useful) Topic Apr 15, 2023 · Hey all! I want to introduce you all to creating, running, and refactoring python notebooks with the Noteable ChatGPT plugin. ChatGPT is available through OpenAI REST APIs. py # 或使用 Jupyter Notebook jupyter lab notebooks/ Watch short videos about jupyter notebook installation guide from people around the world. getenv('OPENAI_API_KEY') This code imports the libraries we need, loads the environment file, and sets the API key. Discover how to invoke OpenAI GPT from your local machine using a Jupyter notebook, and create a customized front-end interface with the Gradient open-source library! Jupyter AI v3 (beta) # Documentation for v2 is available here. Here’s a short overview of its functions The %%ai Nov 29, 2025 · Learn how to use Jupyter AI to write, debug, and generate code directly inside your Jupyter notebooks. Today, our focus shifts to Azure OpenAI services. For details on enabling model access via the AI Settings and using models via OpenRouter or OpenAI, please see the dedicated documentation page on using OpenRouter and OpenAI providers in Jupyter AI. Built with Claude, Gemini & ChatGPT as a part of the launch of HackerNoon. 1 学习目标 本文旨在为开发者提供一份完整、可落地的 通义千问2. We will use Jupyter Notebook for creating and sharing computational documents. Dec 30, 2024 · Calling OpenAI API Using Python Jupyter Notebook Generative AI is a branch of artificial intelligence that focuses on creating new content, from text, images, music, to code. Then go to the API keys page and generate a secret key. 5镜像的完整流程，该模型可高效生成中文文本嵌入向量，适用于语义搜索、文档检索和AI应用开发等场景，结合Jupyter Notebook调用接口，助力开发者快速构建高性能中文NLP应用。 5 days ago · History of AI Timeline tracing the road to the AI boom. , “Summarize the following Jupyter Notebook as would a researcher writing an academic paper”). However, I’m wondering whether the high token count of providing entire notebooks to the openai API is worth it, versus just providing a PDF of the Jupyter notebook (s) to ChatGPT Pro. 1 创建新 Notebook 在浏览器中打开 Jupyter Lab 或 Notebook 页面，新建一个 Python 3 内核的 notebook 文件。 4. I have searched this site for answers, but that hasn't helped. jsonl -q I have followed the right steps to install (and update) the OpenAI package: !pip install --upgrade openai But it still does not work. 5-7B-Instruct 模型本地化部署指南，涵盖基于 vLLM + Open-WebUI 的 Web 可视化交互部署，以及通过 Jupyter Notebook 进行编程式调用的双模式实践方案。读者将掌握： * 如何在本地或 Wisbot is an AI-powered Jupyter Notebook assistant for coding and learning. Jul 30, 2024 · Using Jupyter Notebook to install Langchain and OpenAI for Projects In Jupyter Notebook, you are first going to run the command: !pip install langchain !pip install langchain-openai This command … Dec 29, 2025 · Welcome to a step-by-step guide on creating an intelligent chatbot powered by OpenAI using Python and Jupyter Notebooks. You can do this using Jupyter Notebook or any Python environment, with the command pip install openai==0. The Audio class from the IPython. prepare_data -f sport2. 13 hours ago · 4. , tags=openai,api,gpt-4,jupyter,notebook,jupyter notebook,jupyterla Feb 14, 2024 · A horizontal layout could marry the best of both worlds: the versatility of Jupyter Notebooks with the user-friendly interface of modern SaaS platforms, providing a tailored environment for prompt engineering that supports better visualization, organization, and efficiency in our workflows. Dec 17, 2023 · On my Notebook Jupyter I did this: from platform import python_version print (python_version ()) and returned 3. Aug 2, 2023 · Jupyter AI, a new open source project, brings generative artificial intelligence to notebooks with magic commands and a chat interface. Oct 1, 2025 · Developers strive for consistency in everything they do. Try to install the following pinned version. Parse the JSON response into a pandas DataFrame. Oct 7, 2025 · In this article, you will learn Jupyter AI powerful features and how to seamlessly integrate it with Jupyter, enabling you to harness the full potential of large language models like ChatGPT. Hi, My name is Sunny Solanki and In this video tutorial, I explain how you can access ChatGPT in Jupyter Notebooks.

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