Aug 30, 2024 · uv fails to compile proper --universal txt file with openai-whisper #6852 New issue Closed openai — installs OpenAI Model dependency openai PyPI ↗ vertexai — installs GoogleVertexProvider dependencies google-auth PyPI ↗ and requests PyPI ↗ google — installs Google Model dependency google-genai PyPI ↗ anthropic — installs Anthropic Model dependency anthropic PyPI ↗ groq — installs Groq Model dependency groq PyPI ↗ Nov 7, 2025 · This page documents the OpenAI Agents SDK installation process, dependency management, and project structure. How do you install it ? Jun 21, 2023 · pip install openai-whisper-20230314. Create a uv project with uv init; this creates and manages a virtual environment for you behind-the-scenes. 0 requires openai >= 1. I am using uv pip compile to generate a requirements. 5B. After installing uv, you can create a new Python environment and install vLLM using the following commands: 5 days ago · This page provides a quick-start guide for installing the OpenAI Agents SDK and running your first agent. ) - travisvn/ch Jan 29, 2025 · Open WebUI is a user-friendly AI interface that supports Ollama, OpenAI API, and more. txt from m Nov 26, 2024 · Install uv utility uv is an extremely fast Python package and project manager - and it’s really fast. This package extends the OpenAI Agents SDK to add support for Model Context Protocol (MCP) servers. zip (note the date may have changed if you used Option 1 above). 1. Verify your installation: uv tool list Dec 28, 2024 · 파이썬 개발자라면 uv 를 사용합시다 Poetry, Anaconda, virtualenv 는 이제 그만! uv: Towards a unified vision for Python tooling An introduction to using uv to get the most out of … Aug 30, 2024 · However, when using the command uv pip install pdfminer. For example, ChatOpenAI has use_responses_api to dictate whether to use the OpenAI Responses or Completions API. 学习如何使用 OpenAI Agents SDK 构建、运行和管理强大的 AI 代理。提供快速入门、详细案例、API 文档和语音 Agent 指南。 Jun 17, 2025 · Setup To execute this cookbook, you'll need to install the following packages providing access to OpenAI's API, the Agents SDK, MCP, and libraries for audio processing. uv sync --all-extras --group <dependency groups you'd like to install>: This should install all the dependencies for the project using uv, make sure to install the specific dependencies that you'd like to install. 12 to use with aider. Dec 16, 2025 · Install uv with our standalone installers or your package manager of choice. However, uv does this automatically every time it locks the project (e. - marhensa/vibevoice-realtim May 26, 2025 · In this experiment, I added a simple AGENTS. Additionally, you can set your OpenAI API key for use by the agents via the set_default_openai_key function. toml + uv for fast installs poethepoet for Mar 11, 2025 · For voice support, install with the optional voice group: uv add 'openai-agents[voice]'. 🚀 Getting Started with HF Jobs First-time Setup (2 minutes) Install HuggingFace CLI: Login to HuggingFace: Sep 24, 2025 · uv is a Rust-based package manager that aims to transform Python dependency management with unmatched performance and simplicity. Open WebUI, AnythingLLM, etc. For example, another way to query the server is via the openai Python package: Dec 26, 2024 · New Commands to know Now that we migrated over from poetry to uv, there are a few new commands that you'll need to use. In this guide, you will learn everything you need to know about uv and how to smoothly transition from the traditional pip ecosystem. Exception handling LiteLLM maps exceptions across all supported providers to the OpenAI exceptions. 6 and later and offers an easy-to-remember command. From now on, use uv pip instead of pip for managing packages in this project. Learn more in their quickstart. whl. Mar 13, 2025 · Build a simple health and wellness coach using Agents SDK and OpenAI This package extends the OpenAI Agents SDK to add support for Model Context Protocol (MCP) servers. py issue corrected, one still cannot use whisper with Python 3. Cons: Oct 26, 2025 · pip install python-dotenv If your application takes its configuration from environment variables, like a 12-factor application, launching it in development is not very practical because you have to set those environment variables yourself. Quick Install pip install langchain-openai 🤔 What is this? This package contains the LangChain integrations for OpenAI through their openai SDK. My steps: I installed the openai package via pip3: pip3 install ope… Local, OpenAI-compatible text-to-speech (TTS) API using Chatterbox, enabling users to generate voice cloned speech anywhere the OpenAI API is used (e. This guide provides a complete step-by-step process for setting up your MCP server using uv. If needed, uv will automatically install a separate python 3. OpenAI provides models with agentic strengths, a toolkit for agent creation and deploys, and dashboard features for monitoring and optimizing agents. It's a production-ready upgrade of our previous experimentation for agents, Swarm. However I can’t even get the package working (not a great sign haha). Either way you'll need to install extra dependencies to run some examples, you just need to install the examples optional dependency group. 13, and use it to install aider. Apr 15, 2025 · A practical overview of UV’s growing popularity, and a step-by-step guide to install it quickly and safely. Download the gpt-oss model → vLLM is a high-performance library for LLM inference and serving. 13 either; because whisper depends on numba, this means that even with the setup. Changes: Introduced a new section: "Option 2: Install with UV" conda create -n myenv python=3. With under 10 lines of code, you can connect to OpenAI, Anthropic, Google, and more. env file) Aug 5, 2025 · Can fit on a single H100 or multi-GPU setups Both models are MXFP4 quantized out of the box. While this THE one stop Python utility for me meanwhile there are two specific use-cases: Setup a Python virtual environment Use specified Python version in the Python virtual environment Implement GenAIOps using Azure AI Foundry with ease and jumpstart - microsoft/genaiops-azureaisdk-template The official Python library for the openai API Mar 11, 2025 · # Install the OpenAI Agents SDK uv pip install openai-agents-sdk You'll also need to set up your OpenAI API key: export OPENAI_API_KEY=your-api-key-here On Windows, you would use: set OPENAI_API_KEY=your-api-key-here Creating Your First Agent Let's start with a simple "Hello World" example to understand the basics: from agents import Agent, Runner Mar 12, 2025 · Install the SDK: pip install openai-agents Add UV for dependency management: pip install uv Set your API key: export OPENAI_API_KEY=your_api_key (or use a . Run Code (Using the Virtual OpenAI SDK Requirement CrewAI 0. md instructing the agent to install the dependencies and then run the probe. I did not expect this to work, as it appears to examine AGENTS. 11. Contribute to openai/openai-cookbook development by creating an account on GitHub. uv — The Speed Booster Your LLM Projects Need When I discovered uv, I was honestly skeptical. For example, another way to query the server is via the openai Python package: This Learning Path is for LLM and IoT developers who want to run and interact with AI agents on edge devices like the Raspberry Pi 5. py Want to install the UV package, set up a virtual environment, and add OpenAI Agents in Python — fast and easy? This quick guide is perfect for beginners, AI Install To use OpenAI models or OpenAI-compatible APIs, you need to either install pydantic-ai, or install pydantic-ai-slim with the openai optional group: Jan 4, 2024 · c:\Projects\whisper>pip install -U openai-whisper [success install, so snip] c:\Projects\whisper>whisper --help 'whisper' is not recognized as an internal or external command, operable program or batch file. 12. js. uv's interface can be broken down into sections, which are usable independently or together. To run an example, clone this repo, then: cd examples cp mcp_agent. Aug 5, 2025 · uv pip add openai langchain llama-index # Install all dependencies (like npm install) uv pip install # Resolve dependencies if needed uv pip resolve # Deactivate deactivate 概述众所周知，目前MCP是大势所趋，前几天连openAI都官宣支持MCP了。 而目前的python实现的MCP（比如能生成3D模型的Blender-mcp）都是以uvx命令来运行的，所以uv命令的安装是必须的。 所以本文将记录一下如何安装u… Aug 30, 2025 · Unable to either uv add git+url or uv pip install git+url. toml. Get it here. It supports various LLM runners like Ollama and OpenAI-compatible APIs, with built-in inference engine for RAG, making it a powerful AI deployment solution. You'll learn how to deploy a lightweight Model Context Protocol (MCP) server and use the OpenAI Agent SDK to create and register tools for intelligent local inference. Works on HuggingFace Jobs with L4 GPUs! Tested & Working Successfully tested on HF Jobs with l4x4 flavor (4x L4 GPUs = 96GB total memory). cpp inferencing engine (running GGUF formatted models), as well as an Apple MLX engine for Apple Silicon Macs. 5-turbo and providing a series of messages that set the context and ask a question ("What is AIOps?"). May 8, 2024 · uv version = 0. It then sends a request to the model using the client. 40 uv platform = Fedora Atomic Linux (Bazzite) within a podman container I am using uv to install python dependencies during a container build using podman. uv provides a standalone installer to download and install uv: Use curl to download the script and execute it with sh: If your system doesn't have curl, you can use wget: Request a specific version by including it in the URL: OpenAI SDK Requirement CrewAI 0. config. Jan 11, 2024 · The script first imports the OpenAI class from the openai module and creates an instance named client. This will help with picking the right implementation based on your environment. It's the equivalent of running pip install -e . 进一步配置 你可以根据需要进一步配置OpenAI 客户端，例如设置自定义的请求头或基础URL。 详细配置选项可以参考 OpenAI Python库的API文档。 通过以上步骤，你应该已经成功安装并配置了OpenAI Python库，并可以开始在你的项目中使用OpenAI的API服务。 Jun 4, 2025 · chrishart0 / langgraph-uv-openai-uv-starter Public Notifications You must be signed in to change notification settings Fork 0 Star 0 Using uvx # If you have uv installed you can also use the uvx command to try LLM without first installing it like this: export OPENAI_API_KEY='sx-' uvx llm 'fun facts about skunks' Aug 7, 2025 · Introduction Getting started Features uv provides essential features for Python development — from installing Python and hacking on simple scripts to working on large projects that support multiple Python versions and platforms. Quick Setup Install vLLM vLLM recommends using uv to manage your Python environment. Agents are systems that intelligently accomplish tasks—from simple goals to complex, open-ended workflows. 0. yaml file with all three authentication methods. OpenAI API-compatible text-to-speech server using Microsoft VibeVoice-Realtime-0. 2-py3-none-any. Cons: The uv approach works for vLLM v0. With this extension, you can seamlessly use MCP servers and their tools with the OpenAI Agents SDK. gitignore ├── . uv init, uv run, we’ll see the commands later). py # Or any other Jan 10, 2025 · Learn how to install and use the OpenAI Python library with pip install openai. Sep 13, 2024 · 4. In my google searching saw your comment about git lfs issues with uv @thesofakillers so maybe this is just waiting for that pipx install uvpipx install blackpipx install jupyterpipx install ruff Now these tools are available in my terminal anytime, for any project. uv python install May 8, 2025 · 2. It simplifies project setup and execution, offering a seamless experience. secrets. (note the version may have changed if you used Option 1 above). Follow the instructions (typically running uv tool update-shell) and restart your terminal if needed. Mar 14, 2025 · Learn how to create powerful AI agents with Agno in minutes! This beginner-friendly guide walks you through setup, basic agents, and advanced features using uv. 6. # openai/gpt-oss-20b should run on a single A100 vllm serve openai/gpt-oss-20b --async-scheduling # gpt-oss-120b will fit on a single A100 (80GB), but scaling it to higher TP sizes can help with throughput vllm serve openai/gpt-oss-120b --async-scheduling vllm serve openai/gpt-oss-120b --tensor-parallel-size 2 --async-scheduling vllm serve Using uv? uv is a next-generation Python package installer and manager that is 10-100x faster than pip, and also makes it easy to install Python and manage projects. 12 -y conda activate myenv pip install --upgrade uv uv pip install vllm --torch-backend=auto LangChain is the easiest way to start building agents and applications powered by LLMs. This will install uv using your existing python version 3. Follow this step-by-step guide for setting up API keys, Mar 24, 2025 · pipx install uv Once installed, you can initialize a new project with UV and start adding dependencies: uv init my_new_project cd my_new_project Once you process with above command, it creates, below file structure within my_new_project folder. post1, uv 's behavior allows installing a commit before v0. If you manage dependencies yourself, ensure your environment satisfies this constraint to avoid import/runtime issues. Choose the one that fits your Aug 19, 2025 · LangExtract provider plugin for Azure OpenAI Feb 13, 2024 · Hi! I’m a novice developer but was excited to try working with the OpenAI API. 13. yaml. Mar 27, 2025 · SDK for integrating Model Context Protocol (MCP) into OpenAI Agents Dec 18, 2024 · With pip only the openai package gets uninstalled, but the others are left to you to uninstall manually. It promised to be a faster alternative to pip, written in Rust, and compatible with pyproject. 12 Environment defined in a Devcontainer Project dependencies managed using: pyproject. Aug 7, 2025 · Best with ≥60GB VRAM Ideal for multi-GPU or beefy workstation setup LM Studio ships both a llama. post1 by specifying the --extra-index-url. 📖 Documentation For full documentation, see the API reference. toml so new team members joining the project get the install automatically on running uv sync. The problem is, that pip is not an executable, normally available in your PATH variable. A unique feature of uv is that packages in --extra-index-url have higher priority than the default index. 3. But pip works. six; uv pip install unstructured-inference, the latest version of pdfplumber (v0. To create a new virtual environment and install vLLM run: About Learning notes and examples for OpenAI Agents SDK, Chainlit, uv and steps to adds packages or install Readme Activity 1 star Jun 21, 2025 · Description I’m working in OpenAI Codex and having trouble getting my Python environment to behave consistently across the “Environments > Edit” preview and actual task execution. Install the CrewAI CLI With uv ready, install the CrewAI command-line interface: uv tool install crewai If this is your first time using uv tool, you might see a prompt about updating your PATH. Dec 18, 2025 · For voice support, install with the optional voice group: uv add 'openai-agents[voice]'. txt and install all the packages listed there, but much faster than pip would. This PR adds installation instructions for installing the OpenAI Agents SDK using uv, an alternative Python package manager. g. md ├── main. If the latest public release is v0. Below is a step-by-step guide to install and use vLLM on Ubuntu. Aug 17, 2025 · Openai Compatible Langgraph ServerLangGraph OpenAI Serve A package that provides an OpenAI-compatible API for LangGraph instances. 175. For detailed information on using marimo with uv, see our uv guide. Aider uses uv in novel ways to make it easy to install the aider CLI, its dependencies and python 3. For example, another way to query the server is via the openai Python package: Jan 15, 2025 · Reliably packaging & distributing python CLI tools is hard. py / version. You will learn how to set up your Python environment, configure authentication, execute a basic agent, and understand the core execution loop. Docker or Python venv support, multiple voices with OpenAI aliases, CUDA-optimized. Quick setup Install LM Studio LM Studio is available for Windows, macOS, and Linux. Python versions Installing and managing Python itself. pip install blobfile-2. The OpenAI Agents SDK enables you to build agentic AI apps in a lightweight, easy-to-use package with very few abstractions. All our exceptions inherit from OpenAI's exception types, so any error-handling you have for that, should work out of the box with LiteLLM. Set an OpenAI API key If you don't have one, follow these instructions to create an OpenAI API key. yaml # Update API keys if needed uv run hello_world_mcp. For conceptual guides, tutorials, and examples on using Using uv? uv is a next-generation Python package installer and manager that is 10-100x faster than pip, and also makes it easy to install Python and manage projects. Below are the key details and symptoms: 💻 Environment Setup Using Python 3. example mcp_agent. Dec 17, 2024 · Make sure that the paths in both uv command for global test and mcp_settings. md after setup. Mar 25, 2025 · Installation uv add openai-agents-mcp pip install openai-agents-mcp Quick Start [!TIP] The examples directory has several example applications to get started with. It's recommended to use uv, a very fast Python environment manager, to create and manage Python environments. Mar 20, 2025 · OpenAI Web Search API 1 FastMCP Installation uv pip install fastmcp # for macOS: brew install uv 2 Quickstart with a simple demo: calculator tool Dec 3, 2025 · uv is an extremely fast Python package and project manager, written in Rust. All in an isolated env. It features a graphical interface for file selection, customizable model options, and output location. , but the above uv-command makes sure the change is persisted in the pyproject. completions. ├── . Since this server is compatible with OpenAI API, you can use it as a drop-in replacement for any applications using OpenAI API. 4) is installed, which does not have a dependency on pycrypto. To find all the parameters supported by a given chat model, head to the chat model integrations page. Discover 10x faster dependency management, virtual environments, and seamless migration from Generate synthetic datasets using OpenAI's GPT OSS models with transparent reasoning. Install Dependencies: Use uv to install langgraph-cli with the necessary extras for the dev server, along with any other project dependencies (e. File selection: GUI-based file selection for input audio and output text files. It’s a powerful AI deployment solution that works with multiple language model runners (like Ollama and OpenAI- Nov 10, 2024 · The specific bug this question was asked about is fixed by the as-yet-unmerged PR openai/whisper#2409. Model selection: Choose from a Dec 18, 2024 · With pip only the openai package gets uninstalled, but the others are left to you to uninstall manually. Dec 18, 2025 · An integration package connecting OpenAI and LangChainlangchain-openai Looking for the JS/TS version? Check out LangChain. It provides significant improvements over traditional tools like pip: Speed: 10-100x faster than pip for installations and dependency resolution Reliability: Improved dependency resolution algorithms Dockerized FastAPI wrapper for Kokoro-82M text-to-speech model w/CPU ONNX and NVIDIA GPU PyTorch support, handling, and auto-stitching - Setup uv · remsky/Kokoro-FastAPI Wiki Feb 27, 2023 · pip install openai will only work, if you are using an activated virtual environment, for example created via python -m venv venv_name. Hence, if you run uv remove openai and then execute Python, the hanging dependencies will be resolved. Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. create method, specifying the model version as gpt-3. 8-3. python-version ├── README. Mar 8, 2025 · Learn how to fix ModuleNotFoundError: No module named 'openai' with step-by-step solutions, installation methods, Sample application to add voice capabilities to the Agents SDK - openai/openai-voice-agent-sdk-sample Feb 13, 2025 · uv will read your requirements. It covers installation methods (pip/venv and uv), core and optional dependencies, and the Agents SDK のインストール pip install openai-agents # or `uv add openai-agents`, etc uv：现代 Python 项目管理的高效助手 uv：Rust 驱动的 Python 包管理新时代 在部署大 语言模型 （LLM）推理服务时，vLLM 是一个备受关注的方案，具备高吞吐、低延迟和对 OpenAI API 的良好兼容性。为了提高部署效率，依赖安装工具的选择同样重要。 本文将介绍如何借助 uv 工具，快速部署并管理 vLLM 推理 Since this server is compatible with OpenAI API, you can use it as a drop-in replacement for any applications using OpenAI API. Aug 25, 2024 · Time take by UV (Image by Author) It is considerably fast; it took me a little more than 1 minute using pip, while uv was able to do it in around 19 seconds. , langchain-openai, python-dotenv). Features Expose your LangGraph instances through an OpenAI-compatible API Register multiple graphs and map them to different model names Use with any FastAPI application Support for both streaming and non-streaming completions Installation # Using uv uv add Apr 3, 2025 · Managing Packages with uv pip Stick to the interface you know: uv pip install transformers uv pip uninstall numpy uv pip freeze Same syntax, faster performance, better reproducibility. Installation with UV What is UV? UV (Ultraviolet) is a modern, extremely fast Python package installer and resolver developed by the team at Astral. Learn how to use UV, the fastest Python package manager in 2025. . We recommend you use LangChain if you want to Examples and guides for using the OpenAI API. However, as of the date when that PR was filed, numba didn't support Python 3. Let's get started! What is uv? conda create -n myenvpython=3. CrewAI uses the uv as its dependency management and package handling tool. This tool allows you to transcribe audio files into text using OpenAI's Whisper model. Please follow the documentation to install uv. chat. If you've installed pydantic-ai via pip/uv, you can install the extra dependencies with: Jul 24, 2025 · This will automatically update the installed package every time you change a file within. 12 -y conda activate myenv pip install --upgrade uv uv pip install vllm --torch-backend=auto. For Redis session support, install with the optional redis group: uv add 'openai-agents[redis]'. 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. Just in case anyone runs into this: pip install whisper will not install the Open AI whisper library, which does not appear to have been released on pipy. Instead, it will install this library: Prerequisites An Azure account with access to Azure OpenAI Service An Azure OpenAI Service resource with model deployments The fast-agent package installed with Azure support: uv pip install fast-agent-mcp[azure] Configuration File Below is a sample fastagent. json reflect the actual path to the project on your system.