AGENTS.md examples from real projects

MicrosoftReads credentialsAGENTS.md

ai-agents-for-beginners / ur

microsoft/ai-agents-for-beginners/translations/ur/AGENTS.md

یہ ذخیرہ "نئے شروع کرنے والوں کے لیے AI ایجنٹس" پر مشتمل ہے - ایک جامع تعلیمی کورس جو AI ایجنٹس بنانے کے لیے درکار تمام چیزوں کی تعلیم دیتا ہے۔ کورس میں 18 اسباق (نمبر 00-18) شامل ہیں جن میں بنیادی باتیں، ڈیزائن پیٹرن، فریم ورکس، پروڈکشن تعیناتی، لوکل/ڈیوائس ایجنٹس، اور AI ایجنٹس کی سیکیورٹی شامل ہیں۔ اہم ٹیکنالوجیز: - پائتھن 3.12+ - متعامل سیکھنے کے لیے Jupyter نوٹ بکس - AI فریم ورکس: مائیکروسافٹ ایجنٹ فریم ورک (MAF)…

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MicrosoftReads credentialsAGENTS.md

ai-agents-for-beginners / vi

microsoft/ai-agents-for-beginners/translations/vi/AGENTS.md

Kho lưu trữ này chứa "Các tác nhân AI cho người mới bắt đầu" - một khóa học giáo dục toàn diện dạy mọi thứ cần thiết để xây dựng các tác nhân AI. Khóa học gồm 18 bài học (đánh số 00-18) bao gồm các kiến thức cơ bản, mẫu thiết kế, framework, triển khai sản xuất, tác nhân cục bộ/trên thiết bị, và bảo mật của các tác nhân AI. Công nghệ chính: - Python 3.12+ - Jupyter…

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MicrosoftReads credentialsAGENTS.md

ai-agents-for-beginners / zh-CN

microsoft/ai-agents-for-beginners/translations/zh-CN/AGENTS.md

本仓库包含“初学者的AI代理”——一个全面的教育课程，教授构建AI代理所需的全部知识。课程包含18节课（编号00-18），涵盖基础知识、设计模式、框架、生产部署、本地/设备端代理以及AI代理的安全性。 关键技术： - Python 3.12+ - 用于交互式学习的Jupyter笔记本 - AI框架：微软代理框架（Microsoft Agent Framework，MAF） - Azure AI服务：Microsoft Foundry，Microsoft Foundry Agent Service V2 架构： - 基于课程的结构（00-15+ 目录） - 每节课包含：README文档、代码示例（Jupyter笔记本）和图片 - 通过自动翻译系统支持多语言 - 每节课一个使用微软代理框架的Python笔记本 对于 Microsoft Foundry（必填）： - AZURE_AI_PROJECT_ENDPOINT - Microsoft Foundry项目端点 - AZURE_AI_MODEL_DEPLOYMENT_NAME - 模型部署名称（例如 gpt-5-mini） 对于 Azure AI Search（第五课 - RAG）： - AZURE_SEARCH_SERVICE_ENDPOINT - Azure AI Search端点 - AZURE_SEARCH_API_KEY - Azure AI Search API密钥 认证：运行 az login 后再运行笔记本（使用 AzureCliCredential）。 每节课程包含多个适用于不同框架的Jupyter笔记本： 微软代理框架 + Microsoft Foundry： - 需要Azure订阅 - 使用 FoundryChatClient 访问Agent Service V2（代理可见于Foundry门户） -…

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MicrosoftReads credentialsAGENTS.md

ai-agents-for-beginners / zh-HK

microsoft/ai-agents-for-beginners/translations/zh-HK/AGENTS.md

本存儲庫包含「AI 初學者代理人」——一個全面的教育課程，教授建立 AI 代理人所需的一切。課程包含 18 課題（編號 00-18），涵蓋基礎知識、設計模式、框架、生產部署、本地/裝置代理人，以及 AI 代理人的安全性。 關鍵技術： - Python 3.12+ - 使用 Jupyter 筆記本進行互動學習 - AI 框架：Microsoft Agent Framework (MAF) - Azure AI 服務：Microsoft Foundry、Microsoft Foundry Agent Service V2 架構： - 基於課程的結構（00-15+ 目錄） - 每課包含：README 文件、代碼範例（Jupyter 筆記本）和圖片 - 通過自動翻譯系統支持多語言 - 每課有一個使用 Microsoft Agent Framework 的 Python 筆記本 用於 Microsoft Foundry（必填）： - AZURE_AI_PROJECT_ENDPOINT - Microsoft Foundry 專案端點 - AZURE_AI_MODEL_DEPLOYMENT_NAME - 模型部署名稱（如 gpt-5-mini） 用於 Azure AI Search（第 05 課 - RAG）： - AZURE_SEARCH_SERVICE_ENDPOINT - Azure AI Search 端點 -…

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MicrosoftReads credentialsAGENTS.md

ai-agents-for-beginners / zh-MO

microsoft/ai-agents-for-beginners/translations/zh-MO/AGENTS.md

本儲存庫包含「初學者 AI 代理人」— 一個全面的教育課程，教授建構 AI 代理人所需的一切。課程由 18 課（編號 00-18）組成，涵蓋基礎、設計模式、框架、產品部署、本地/裝置代理人與 AI 代理人安全性。 關鍵技術： - Python 3.12 以上 - 用於互動學習的 Jupyter 筆記本 - AI 框架：Microsoft 代理框架（MAF） - Azure AI 服務：Microsoft Foundry、Microsoft Foundry 代理服務 V2 架構： - 以課程為基礎的結構（00-15+ 資料夾） - 每課包含：README 文件、程式碼範例（Jupyter 筆記本）與圖片 - 透過自動翻譯系統支援多語言 - 每課一個使用 Microsoft 代理框架的 Python 筆記本 對於 Microsoft Foundry（必需）： - AZURE_AI_PROJECT_ENDPOINT - Microsoft Foundry 專案端點 - AZURE_AI_MODEL_DEPLOYMENT_NAME - 模型部署名稱（例如：gpt-5-mini） 對於 Azure AI Search（第五課 - RAG）： - AZURE_SEARCH_SERVICE_ENDPOINT - Azure AI Search 端點 - AZURE_SEARCH_API_KEY - Azure AI Search…

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MicrosoftReads credentialsAGENTS.md

ai-agents-for-beginners / zh-TW

microsoft/ai-agents-for-beginners/translations/zh-TW/AGENTS.md

此儲存庫包含「初學者的 AI 代理人」— 一門全面的教育課程，教授構建 AI 代理人所需的一切。該課程包含18個課程（編號00-18），涵蓋基礎知識、設計模式、框架、正式部署、本地/裝置代理人以及 AI 代理人的安全性。 主要技術： - Python 3.12+ - 用於互動學習的 Jupyter 筆記本 - AI 框架：Microsoft Agent Framework (MAF) - Azure AI 服務：Microsoft Foundry、Microsoft Foundry Agent Service V2 架構： - 以課程為基礎的結構（00-15+ 資料夾） - 每個課程包含：README 文件、程式碼範例（Jupyter 筆記本）和圖片 - 透過自動翻譯系統支援多語言 - 每課一個使用 Microsoft Agent Framework 的 Python 筆記本 對於 Microsoft Foundry（必填）： - AZURE_AI_PROJECT_ENDPOINT - Microsoft Foundry 專案端點 - AZURE_AI_MODEL_DEPLOYMENT_NAME - 模型部署名稱（例如 gpt-5-mini） 對於 Azure AI Search（第05課 - RAG）： - AZURE_SEARCH_SERVICE_ENDPOINT - Azure AI Search 端點 - AZURE_SEARCH_API_KEY - Azure…

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ElasticAGENTS.md

elasticsearch

elastic/elasticsearch/AGENTS.md

Stateless Elasticsearch is a distribution where shard data is stored in an object store (e.g., S3, GCS, Azure) rather than local disk. Nodes carry no durable local state. The cluster…

ElasticAGENTS.md

elasticsearch / benchmarks

elastic/elasticsearch/benchmarks/AGENTS.md

Run from the benchmarks/ directory using the run task with --args. Always use the fully-qualified class name including package to avoid ambiguity. Always pipe through tee /tmp/bench/<descriptive_name> using a filename…

ElasticAGENTS.md

elasticsearch

elastic/elasticsearch/docs/AGENTS.md

Always run docs-builder from the root of the checkout, not from a subdirectory. Running from a subdirectory will only validate that subdirectory's links and may silently miss errors in cross-document…

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OpenAIReads credentialsAGENTS.md

openai-cookbook

openai/openai-cookbook/AGENTS.md

The cookbook is organized around runnable examples and reference articles for OpenAI APIs. Place notebooks and Python scripts under examples/<topic>/, grouping related assets inside topic subfolders (for example, examples/agents_sdk/). Narrative guides and long-form docs live in articles/, and shared diagrams or screenshots belong in images/. Update registry.yaml whenever you add content so it appears on cookbook.openai.com, and add new author metadata in authors.yaml if you want custom attribution. Keep large datasets outside the repo; instead, document how to fetch them…

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OpenAIAGENTS.md

openai-cookbook / migration_agent

openai/openai-cookbook/examples/agents_sdk/sandboxed-code-migration/migration_agent/AGENTS.md

You are migrating the mounted repo under repo/. - Migrate the repo according to repo/MIGRATION.md. - Preserve the public function signatures and behavior. - Run the baseline test command before editing. - Edit the app code and its tests. - Run the check command named in repo/MIGRATION.md after editing. - Run the final test command named in repo/MIGRATION.md after editing. - Return structured output that includes the exact commands, pass/fail summaries, changed files, a Markdown migration report, and the patch…

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ClineReads credentialsAGENTS.md

cline

cline/cline/AGENTS.md

This is the Cline monorepo. Toolchain is Bun 1.4.2 (package manager + task runner) with Node >=22 as the runtime. Do not use npm/yarn/pnpm. Don't add .changeset/ files or other per-PR changelog entries; changesets aren't used here. Release notes are written into the relevant CHANGELOG.md at release time.

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ClineAGENTS.md

cline / sdk

cline/cline/sdk/AGENTS.md

Development reference for the Cline SDK workspace.

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ClineAGENTS.md

cline / llms

cline/cline/sdk/packages/llms/AGENTS.md

Development guidance for the @cline/llms package.

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MicrosoftDeletes or force-pushesAGENTS.md

AI-For-Beginners

microsoft/AI-For-Beginners/AGENTS.md

AI for Beginners is a comprehensive 12-week, 24-lesson curriculum covering Artificial Intelligence fundamentals. This educational repository includes practical lessons using Jupyter Notebooks, quizzes, and hands-on labs. The curriculum covers: Key Technologies: Python 3, Jupyter Notebooks, TensorFlow, PyTorch, Keras, OpenCV, Vue.js (for quiz app) Architecture: Educational content repository with Jupyter Notebooks organized by topic areas, supplemented by a Vue.js-based quiz application and extensive multi-language support. The curriculum is designed to run with Python and Jupyter Notebooks. The recommended approach is using…

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MicrosoftDeletes or force-pushesAGENTS.md

AI-For-Beginners / ar

microsoft/AI-For-Beginners/translations/ar/AGENTS.md

"الذكاء الاصطناعي للمبتدئين" هو منهج شامل لمدة 12 أسبوعًا يتضمن 24 درسًا يغطي أساسيات الذكاء الاصطناعي. يحتوي هذا المستودع التعليمي على دروس عملية باستخدام Jupyter Notebooks، اختبارات قصيرة، ومختبرات تطبيقية. يغطي المنهج: التقنيات الرئيسية: Python 3، Jupyter Notebooks، TensorFlow، PyTorch، Keras، OpenCV، Vue.js (لتطبيق الاختبارات) الهيكلية: مستودع محتوى تعليمي يحتوي على Jupyter Notebooks منظمة حسب مجالات الموضوعات، مدعومة بتطبيق اختبارات يعتمد على Vue.js ودعم متعدد اللغات بشكل واسع. تم تصميم المنهج للعمل باستخدام Python وJupyter Notebooks. الطريقة الموصى بها هي…

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MicrosoftDeletes or force-pushesAGENTS.md

AI-For-Beginners / bg

microsoft/AI-For-Beginners/translations/bg/AGENTS.md

AI for Beginners е обширна 12-седмична, 24-урочна учебна програма, която обхваща основите на изкуствения интелект. Този образователен репозиторий включва практически уроци с Jupyter Notebooks, тестове и практически лаборатории. Учебната програма обхваща: Ключови технологии: Python 3, Jupyter Notebooks, TensorFlow, PyTorch, Keras, OpenCV, Vue.js (за приложението за тестове) Архитектура: Образователен репозиторий със съдържание, организирано по теми, допълнен от приложение за тестове, базирано на Vue.js, и обширна поддръжка на много езици. Учебната програма е проектирана да работи с Python и Jupyter Notebooks. Препоръчителният…

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MicrosoftDeletes or force-pushesAGENTS.md

AI-For-Beginners / bn

microsoft/AI-For-Beginners/translations/bn/AGENTS.md

AI for Beginners একটি ১২-সপ্তাহের, ২৪-লেসনের পাঠক্রম যা কৃত্রিম বুদ্ধিমত্তার মৌলিক বিষয়গুলি কভার করে। এই শিক্ষামূলক রিপোজিটরিতে রয়েছে Jupyter Notebooks ব্যবহার করে ব্যবহারিক পাঠ, কুইজ এবং হাতে-কলমে ল্যাব। পাঠক্রমটি নিম্নলিখিত বিষয়গুলি অন্তর্ভুক্ত করে: মূল প্রযুক্তি: Python 3, Jupyter Notebooks, TensorFlow, PyTorch, Keras, OpenCV, Vue.js (কুইজ অ্যাপের জন্য) আর্কিটেকচার: Jupyter Notebooks দ্বারা বিষয়ভিত্তিকভাবে সংগঠিত শিক্ষামূলক কন্টেন্ট রিপোজিটরি, Vue.js-ভিত্তিক কুইজ অ্যাপ এবং ব্যাপক বহুভাষিক সমর্থন দ্বারা সম্পূরক। এই পাঠক্রমটি Python এবং Jupyter Notebooks দিয়ে চালানোর জন্য ডিজাইন করা হয়েছে। প্রস্তাবিত পদ্ধতি হলো…

MicrosoftDeletes or force-pushesAGENTS.md

AI-For-Beginners / cs

microsoft/AI-For-Beginners/translations/cs/AGENTS.md

AI for Beginners je komplexní 12týdenní, 24lekční kurikulum pokrývající základy umělé inteligence. Tento vzdělávací repozitář obsahuje praktické lekce využívající Jupyter Notebooks, kvízy a praktické laboratoře. Kurikulum zahrnuje: Klíčové technologie: Python 3, Jupyter Notebooks, TensorFlow, PyTorch, Keras, OpenCV, Vue.js (pro aplikaci kvízů) Architektura: Vzdělávací obsahový repozitář s Jupyter Notebooks organizovanými podle tematických oblastí, doplněný aplikací kvízů založenou na Vue.js a rozsáhlou podporou více jazyků. Kurikulum je navrženo pro běh s Pythonem a Jupyter Notebooks. Doporučený přístup je použití miniconda: Aplikace kvízů…

MicrosoftDeletes or force-pushesAGENTS.md

AI-For-Beginners / da

microsoft/AI-For-Beginners/translations/da/AGENTS.md

AI for Beginners er et omfattende 12-ugers, 24-lektioners pensum, der dækker grundlæggende principper inden for kunstig intelligens. Dette uddannelsesrepository inkluderer praktiske lektioner med Jupyter Notebooks, quizzer og praktiske laboratorier. Pensum dækker: Nøgleteknologier: Python 3, Jupyter Notebooks, TensorFlow, PyTorch, Keras, OpenCV, Vue.js (til quiz-app) Arkitektur: Uddannelsesindhold repository med Jupyter Notebooks organiseret efter emneområder, suppleret med en Vue.js-baseret quiz-applikation og omfattende flersproget support. Pensum er designet til at køre med Python og Jupyter Notebooks. Den anbefalede tilgang er at bruge miniconda: Quiz-applikationen…