For Redis session support, install with the optional redis group: uv add 'openai-agents[redis]'. ", stream=True, ) This project demonstrates the integration of OpenAI&#39;s Agents SDK with FastAPI featuring streaming responses, persistent session memory, and multi-agent orchestration for production-ready conver NixOS # Use development shell nix develop github:mbailey/voicemode # Or install system-wide nix profile install github:mbailey/voicemode Alternative Installation Methods 3 days ago · Get started with OpenAI Codex AI coding assistant. If you manage dependencies yourself, ensure your environment satisfies this constraint to avoid import/runtime issues. This creates a broken/looping upgrade experience for npm-installed users. Prefix caching support Multi-LoRA support vLLM seamlessly supports most popular open-source models on HuggingFace Aug 5, 2025 · Want to get OpenAI gpt-oss running on your own hardware? This guide will walk you through how to use Ollama to set up gpt-oss-20b or gpt-oss Jun 28, 2023 · This notebook drew on this great article by Weaviate, and this excellent explanation of bi-encoders vs. Dec 18, 2024 · With pip only the openai package gets uninstalled, but the others are left to you to uninstall manually. g. json reflect the actual path to the project on your system. venv\Scripts\activate pip install openai-agents Using uv If you use the uv package manager: uv init uv add openai-agents Core Dependencies The SDK installs the following core dependencies automatically: Mar 14, 2025 · Run uv add python-dotenv, then add OPENAI_API_KEY=your-key-here to . print_response("Write a report comparing NVDA to TSLA", stream=True) from agno. agent import Agent from agno. ", stream=True,) 2 Monitor Claude Code and OpenAI Codex CLI usage directly in your Waybar status bar. Installation with UV What is UV? UV (Ultraviolet) is a modern, extremely fast Python package installer and resolver developed by the team at Astral. 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 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' Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. cpp inferencing engine (running GGUF formatted models), as well as an Apple MLX engine for Apple Silicon Macs. This guide provides a complete step-by-step process for setting up your MCP server using uv. An extremely fast Python package and project manager, written in Rust. 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 About Learning notes and examples for OpenAI Agents SDK, Chainlit, uv and steps to adds packages or install Readme Activity 1 star uv If you're familiar with uv, installing the package would be even easier: uv init uv add openai-agents For voice support, install with the optional voice group: uv add 'openai-agents[voice]'. I have also started using uv tool as a pipx replacement and I’ve considered replacing pyenv with uv. Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. Dec 27, 2024 · Managing Python Virtual Environments with UV: A Comprehensive Guide Python developers often face challenges when managing virtual environments and dependencies across multiple projects. uv is backed by Astral, the creators of Ruff. Quick setup Install LM Studio LM Studio is available for Windows, macOS, and Linux. Discover 10x faster dependency management, virtual environments, and seamless migration from uv is an extremely fast Rust-based Python package and project manager and requires a virtual environment by default to manage different projects and avoids compatibility issues between dependencies. Hello world example Follow the installation instructions in the README, which describe how to install the MuJoCo physics engine and the mujoco-py package (which allows the use of MuJoCo from Python). 2") ) agent. cross-encoders from Sentence Transformers. Utilizes OpenAI for generating semantic embeddings and powering natural language code analysis and search queries. CrewAI uses the uv as its dependency management and package handling tool. This PR adds installation instructions for installing the OpenAI Agents SDK using uv, an alternative Python package manager. How do you install it ? Since this server is compatible with OpenAI API, you can use it as a drop-in replacement for any applications using OpenAI API. Aug 12, 2025 · macOS/LinuxWindows Install uv on a Mac or Linux using the official installer script: 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 python. Licensed under MIT. openai import OpenAIResponses agent = Agent(model=OpenAIResponses(id="gpt-5. Documentation The REST API documentation can Dec 20, 2025 · Using pip with venv Create a virtual environment and install the package: python -m venv . It is built around universal standards, supporting Ollama and OpenAI-compatible Protocols (specifically Chat Completions). Get it here. 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. Sources: pyproject. /uv-run. 2) Bug Description, Steps to Reproduce, Screenshots When usin Aug 7, 2025 · LM Studio ships both a llama. 9+ application. Download the gpt-oss model → # For 20B lms get openai/gpt-oss-20b # or for 120B lms get openai/gpt-oss-120b from agno. !pip install openai !pip install arxiv !pip install tenacity !pip install pandas !pip install tiktoken If you use model. A local RAG server that enables document indexing and sentence window retrieval across multiple file formats like PDF, MD, and DOCX. Discover 10x faster dependency management, virtual environments, and seamless migration from pip, Poetry, and Conda. 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 . It is designed for both interactive development sessions and long, independent execution of complex engineering tasks. It is generated from our OpenAPI specification with Stainless. Learn how Codex connects to MCP servers like Figma and Jira, pulling docs to plan updates Extension for Visual Studio Code - Translate PDF files with PDFMathTranslate while preserving layout, formulas and figures Dec 8, 2023 · Setup We will start by installing and importing the relevant libraries. env and add your OpenAI API key: OPENAI_API_KEY=your-openai-api-key-here See Basic Configuration for details on configuration options. 13. Contribute to openai/skills development by creating an account on GitHub. Learn how to effortlessly set up UV, the Python package manager, and CrewAI, an advanced AI platform, on your Windows system! 🚀 In this tutorial, we'll walk you through: ️ Installing Python Learn how to use UV, the fastest Python package manager in 2025. The OpenAI Agents SDK uses a modern Python project structure centered around pyproject. 2-Codex - GPT-5. 2 (Installed via uv pip install browser-use, confirmed in logs: Starting a browser-use agent with version 0. It covers the core installation process, method-specific prerequisites Purpose: Installs openai-agents for using OpenAI’s SDK and building intelligent agents. Aug 5, 2025 · Welcome to the gpt-oss series, OpenAI's open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases. Why it matters: ChatGPT is improving fast — roughly doubling the Jan 15, 2025 · Reliably packaging & distributing python CLI tools is hard. print_response ( "Solve the trolley problem. Aider uses uv in novel ways to make it easy to install the aider CLI, its dependencies and python 3. Jul 17, 2025 · A guide to using uv to install Python, including requesting specific versions, automatic installation, viewing installed versions, and more. Prerequisites To get the most out of this Mar 11, 2025 · For voice support, install with the optional voice group: uv add 'openai-agents[voice]'. venv source . py). It features a graphical interface for file selection, customizable model options, and output location. File selection: GUI-based file selection for input audio and output text files. uv instead of pipx 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… 4 days ago · Supports Cargo-style workspaces for scalable projects. # Optional: run to install the libraries locally if you haven't already !pip3 install langchain !pip3 install openai !pip3 install neo4j import os import json import pandas as pd Skills Catalog for Codex. - astral-sh/uv Supports local embedding generation through Ollama, enabling private and local-first semantic code search without external API dependencies. Changes: Introduced a new section: &quot;Option 2: Install with UV&quot Nov 26, 2024 · Install uv utility uv is an extremely fast Python package and project manager - and it’s really fast. These follow the Hardware-Pluggable RFC. env Edit . Run the proxy using uv: Option A: Using the helper script uv-run. sh: . python-version 1-2 uv. Additionally, support for diverse hardware plugins such as Intel Gaudi, IBM Spyre and Huawei Ascend. Note that later in this guide we will be running the pyflyte CLI to run your workflows. Installation Install uv with our official standalone installer: Subscribe Subscribe But UV has this cool trick — if I ever need a different Python version, I can install it directly: uv python install 3. agent import Agentfrom agno. 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. toml），适合规范化的项目开发；而uv pip install是对pip的封装，仅安装包不更新配置，适合临时安装或兼容pip场景。 Mar 1, 2023 · If you have only one version of Python installed: pip install openai If you have Python 3 (and, possibly, other versions) installed: pip3 install openai If you don't have PIP or it doesn't work python -m pip install openai python3 -m pip install openai If you have Linux and you need to fix permissions (any one): sudo pip3 install openai. 5 days ago · Sample code and API for OpenAI: GPT-5. env and load it in your script with from dotenv import load_dotenv; load_dotenv(). sh Option B: Direct uv command: uv run litellm --config config. local/bin by default. Install the Agents SDK pip install openai-agents # or `uv add openai-agents`, etc 4 days ago · Introduction Getting started Installing uv Installation methods Install uv with our standalone installers or your package manager of choice. Security first, chaos later! Jun 25, 2025 · 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 developers, and freelancers who want Aug 5, 2025 · vLLM is an open-source, high-throughput inference engine designed to efficiently serve large language models (LLMs) by optimizing memory usa conda create -n myenvpython=3. Please tell me how to use this plugin within mainland China. For more information about security vulnerabilities, see the Security Update Guide website and the January 2026 Security Updates. Add the installation location to your PATH uv installs tools in ~/. template . Jan 7, 2026 · This document provides detailed installation instructions, dependency management, and initial configuration for OmniSafeBench-MM. generate directly, you need to apply the harmony format manually using the chat template or use our openai-harmony package. Make sure you have your OpenAI account set up and you have your OpenAI API key handy. 20 hours ago · As artificial intelligence reshapes the global economy, concerns are growing over its impact on jobs—especially in India's IT and IT-enabled services sector, one of the country's largest Jan 9, 2025 · Learn how to use UV, the fastest Python package manager in 2025. See below for the full code snippet: In Davos this week, OpenAI will unveil plans to help everyday users get as much out of ChatGPT as the most prolific AI adopters. print_response( "Solve the trolley problem. Never mind the other tools, UV’s goal is to make use of the functionality of all these tools into one conditional experience that opens with one terminal command. 175. It supports both local Hugging Face models and OpenAI embeddings for efficient context-aware querying through the Model Context Protocol. lock 1-7 Oct 23, 2025 · 文章浏览阅读491次，点赞3次，收藏4次。 uv add openai和uv pip install openai的主要区别在于：uv add是原生依赖管理命令，会自动更新项目配置文件（如pyproject. After successful installation, proceed to Running the Application to start the OpenAI Router server. Apr 15, 2025 · A practical overview of UV’s growing popularity, and a step-by-step guide to install it quickly and safely. azure. It shows how to configure the client for server="local". This tool displays your AI coding assistant usage limits in real-time by reading browser cookies (Chrome by default). 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 Learn from the scratch how to install UV , How to start agenti ai journey using OpenAI Agent SDK. Cons: Hardware Plugins vLLM supports third-party hardware plugins that live outside the main vllm repository. Dec 9, 2024 · I don’t manage my Python projects with uv, though I do use it to create new virtual environments (with --seed to ensure the pip command is available) as a virtualenvwrapper replacement, along with direnv. Anthropic Claude Sonnet 4 is the default model and Tavily is used for web search. OpenAI gpt-5-mini with reasoning effort Copy page 1 Add the following code to your Python file OpenAI gpt-5-mini with Tools Copy page 1 Add the following code to your Python file OpenAI o4-mini with reasoning summary Copy page 1 Add the following code to your Python file from agno. Supports macOS, Linux, and Windows. com Redirecting Oct 30, 2025 · Installation Install DeepAgents with CLI support: pip install deepagents-cli Or if you're using uv: uv pip install deepagents-cli Quick Start 1. The online installation of openai_api_compatible failed, and the offline installation after downloading also failed. 12. It can be used as a drop-in replacement for pip, but if you prefer to use pip, remove uv from the commands below. 11. Apr 28, 2025 · Learn how to create and manage your Python projects using uv, an extremely fast Python package and project manager written in Rust. yaml How 3 days ago · Browser Use Version 0. Model selection: Choose from a Nov 3, 2025 · Python package managers let you install and manage dependencies—like NumPy, pandas, and so on—right from your terminal. langchain. For those unaware, UV is a modern, high-performance Python package manager written in Rust. 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. Evaluate multiple ethical frameworks. We would like to show you a description here but the site won’t allow us. It simplifies project setup and execution, offering a seamless experience. env. An AI agent that opens a browser, searches, clicks, fills forms, scrapes data, and completes tasks without manual control. 12 -y conda activate myenv pip install --upgrade uv uv pip install vllm --torch-backend=auto Install and run Ollama locally, then update the LLM initialization in evals. Aug 1, 2025 · This is where UV will help as the one true Python package manager you need. Local mode runs Stagehand’s embedded server and launches a local Chrome/Chromium browser (it is not bundled with the Python wheel), so you must have Chrome installed on the machine running the 2 days ago · Deployable via uv/pip with YAML configuration, it offers semantic search using LanceDB and supports both local (Ollama) and cloud LLMs (Anthropic/OpenAI). Stack: Python, Playwright, Agent Frameworks, OpenAI/Gemini API - GAUTAMNA May 24, 2023 · OpenAI-compatible API server Support for NVIDIA GPUs, AMD CPUs and GPUs, Intel CPUs and GPUs, PowerPC CPUs, Arm CPUs, and TPU. 2"), reasoning_model=AzureOpenAI(id="gpt-5. For example, another way to query the server is via the openai Python package: Dec 17, 2024 · Make sure that the paths in both uv command for global test and mcp_settings. 3. openai. 13 and uv (recommended package manager). We're releasing two flavors of the open models: In this notebook, we show how OpenAI’s open-weight reasoning model OpenAI gpt-oss-20b can be fine-tuned to reason effectively in multiple languages. 1-Codex optimized for software engineering and coding workflows. All in an isolated env. venv/bin/activate # On Windows: . Installable without Rust or Python via curl or pip. toml as the primary configuration file. Make sure this location is in your PATH, so you can run the pyflyte command from anywhere. CrewAI Installation Guide for Windows 11 This guide walks you through installing CrewAI on Windows 11 from scratch, assuming no prior dependencies are installed. 2 days ago · This document provides detailed instructions for installing `openai-responses`, including dependency requirements, version compatibility information, and verification steps. Set Up Your API Keys DeepAgents CLI supports both Anthropic (Claude) and OpenAI models. env file) 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. Explanation: The openai-agents package provides tools for interacting with OpenAI’s models, making it easier to integrate and work with OpenAI’s APIs in your project. 1 day ago · As a result, selecting Update now (or re-running npm install -g @openai/codex) cannot resolve the prompt, and it reappears on every run. py: For any LLM with OpenAI-compatible API: Jan 10, 2026 · This document guides you through the initial setup process to run the claude-code-gpt-5 proxy and connect Claude Code CLI to OpenAI models. This protocol-first approach makes it a powerful, provider-agnostic AI deployment solution for both local and cloud-based models. 2")) agent. Standalone installer uv provides a standalone installer to download and install uv: OpenAI SDK Requirement CrewAI 0. It covers the high-level setup workflow, prerequisites, and Installation Python JavaScript/TypeScript # Using uv (recommended) uv add supermemory-openai-sdk # Or with pip pip install supermemory-openai-sdk Jan 10, 2026 · Configure environment variables: cp . openai_chat import AzureOpenAI agent = Agent( model=AzureOpenAI(id="gpt-5. openai import OpenAIResponsesagent = Agent (model=OpenAIResponses (id="o1-pro"))agent. In this article, you will learn how to use uv—an extremely fast Python package manager. models. " "Include an ASCII diagram of your solution. 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. We’ll do this by adding a new “reasoning language” option to the model’s system prompt, and applying supervised fine-tuning with Hugging Face’s TRL library on a multilingual reasoning ⚡️ Quickstart Install locally (recommended) Requires Python 3. Features include incremental indexing, web UI, and HTML/PDF exports. uv provides a convenience command to do this: uv tool update-shell. This follows PEP 621 standards for Python packaging and includes configurations for all development tools. The library includes type definitions for all request params and response fields, and offers both synchronous and asynchronous clients powered by httpx. uv init, uv run, we’ll see the commands later). - bentoml/OpenLLM Official Stagehand SDK for Python Local mode example If you want to run Stagehand locally, use the local example (examples/local_example. Hence, if you run uv remove openai and then execute Python, the hanging dependencies will be resolved. However, uv does this automatically every time it locks the project (e. 10–3. 12 No need to juggle pyenv or system installations. Disk-space efficient, with a global cache for dependency deduplication. ", stream=True, ) from agno. Preview In this guide we’ll build an app that answers questions about the website’s content. 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. responses import OpenAIResponses agent = Agent(model=OpenAIResponses(id="o4-mini")) agent. To get started, install the necessary dependencies to setup your environment: Once, setup you can proceed to run the model by running the snippet below: Benefits of persistent installation: Tool stays installed and available in PATH No need to create shell aliases Better tool management with uv tool list, uv tool upgrade, uv tool uninstall Cleaner shell configuration Learn how to use the OpenAI API to generate human-like responses to natural language prompts, analyze images with computer vision, use powerful built-in tools, and more. OpenAI Python API library The OpenAI Python library provides convenient access to the OpenAI REST API from any Python 3. toml 1-26 . We can create a simple indexing pipeline and RAG chain to do this in ~40 lines of code. 2-Codex is an upgraded version of GPT-5. The model supports building projects from scratch, feature development, debugging, large-scale refactoring, and code Discover Hugging Face's gpt-oss-20b model, a smaller open-source AI with versatile applications and fine-tuning capabilities for developers and researchers. This tool allows you to transcribe audio files into text using OpenAI's Whisper model. # Installing the OpenAI integration pip install -U langchain-openai # Installing the Anthropic integration pip install -U langchain-anthropic 6 days ago · If you've already installed previous updates, your device will download and install only the new updates included in this package. 0 requires openai >= 1.

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