OpenAI integration package for Agent Framework. Contains OpenAI Responses API and Chat Completions API clients. All clients follow the Raw + Full-Featured pattern (e.g., RawOpenAIChatClient + OpenAIChatClient). For Responses API continuation with service-side storage, a prior hosted function_approval_request is server-issued and must not be replayed inline, while the new hosted function_approval_response is serialized as mcp_approval_response so the user's approved or rejected decision reaches the service. Local FunctionTool approval controls are resolved in-process and must not be serialized as MCP items.…
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Redis-based storage for agent threads and context. - RedisHistoryProvider - Persistent chat history provider using scoped Redis keys. Scoped mode requires an application ID and non-empty session ID, and can additionally isolate tenants and agents. Use explicit legacy mode only while deliberately migrating historical keys; scoped mode never accesses them automatically. It can construct an owned client from a URL or credential provider, or borrow a standalone async Redis client configured with decode_responses=True; borrowed clients remain caller-owned. - RedisContextProvider -…
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Integration with TypeSafe AI System One models, including Jev. - TypeSafeChatClient - Adds function invocation, middleware, and telemetry to the TypeSafe transport. - RawTypeSafeChatClient - Provider transport that can emit constrained function calls but does not execute them; it has no function-invocation, middleware, or telemetry layers. - TypeSafeChatOptions - Uses response_format for the required TypeSafe Questions mapping. - Calls always return structured SystemOneResponse data. This provider does not generate free-form chat text. - Every call requires response_format to contain at…
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This file documents the structure and conventions of the Python samples so that agents (AI or human) can maintain them without rediscovering decisions. Durable Task and Azure Functions samples are maintained in the Durable Agent Framework extension. 1. Progressive complexity: Sections 01→05 build from "hello world" to production. Within 01-get-started, files are numbered 01–07 and each step adds exactly one concept. 3. Workflows preserved: 03-workflows/ keeps the upstream folder names and file names intact. Do not rename or restructure workflow…
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Presidio is a Python SDK for detecting (presidio-analyzer) and anonymizing (presidio-anonymizer) PII in text and images, plus CLI, structured-data, and image-redaction components. It is a widely used library: users depend on current detection behavior, and configuration files written years ago must keep working. Correctness and backward compatibility outrank cleverness. The review-side versions of these rules — which the Copilot PR review agent also enforces — live in .github/copilot-instructions.md and .github/instructions/*.instructions.md. Follow them at authoring time; the pre-PR check below verifies…
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Follow .github/copilot-instructions.md for repository-specific development guidance. Before filing a GitHub issue in this repository: Before opening a pull request:
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The end-user quick start is in README.md. This file records how the sample is wired and why, for anyone maintaining it. The sample used to hand-wire around the product, because TableView's type information was withheld from the public winmd and its theme resources did not resolve in a consuming app. It linked raw build output, regenerated its own CsWinRT projection, injected a XAML metadata provider, seeded an internal template part into XamlTypeInfo, compiled the control's theme resources out of the…
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This is Mastering GitHub Copilot for Paired Programming, an open-source educational repository maintained by Microsoft. It is a multi-module, 10-hour course that teaches developers how to use GitHub Copilot as an AI coding partner — from beginner to advanced topics including Agent Mode. The repository is documentation-centric: most content is Markdown-based lesson guides. A small number of code samples exist within specific lessons. Each lesson module follows a consistent structure: Most exercises reference external Codespaces template repos (e.g., github/dotnet-codespaces) rather…
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Security-101 is a beginner-friendly cybersecurity curriculum created by Microsoft. The project is a documentation-based learning resource that teaches fundamental cybersecurity concepts through structured modules. It is vendor-agnostic and designed to be completed in small lessons (30-60 minutes each). Key Technologies: - Markdown for content - Docsify for static site generation - GitHub Pages for hosting - Co-op Translator for multi-language support (50+ languages) - GitHub Actions for CI/CD Architecture: - Educational content organized in 8 main modules, each with sub-lessons…
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Security-101 هو منهج تعليمي مبتدئ في مجال الأمن السيبراني تم إنشاؤه بواسطة Microsoft. المشروع عبارة عن مورد تعليمي يعتمد على الوثائق ويعلم مفاهيم الأمن السيبراني الأساسية من خلال وحدات منظمة. يتميز بأنه غير مرتبط بأي مزود محدد وتم تصميمه ليتم إنجازه في دروس صغيرة (30-60 دقيقة لكل درس). التقنيات الرئيسية: - Markdown للمحتوى - Docsify لتوليد المواقع الثابتة - GitHub Pages للاستضافة - Co-op Translator لدعم الترجمة متعددة اللغات (أكثر من 50 لغة) - GitHub Actions للتكامل المستمر والتسليم المستمر…
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Security-101 е учебна програма за начинаещи в областта на киберсигурността, създадена от Microsoft. Проектът представлява ресурс за обучение, базиран на документация, който преподава основни концепции за киберсигурност чрез структурирани модули. Той е независим от доставчици и е проектиран да бъде завършен в кратки уроци (30-60 минути всеки). Основни технологии: - Markdown за съдържание - Docsify за генериране на статични сайтове - GitHub Pages за хостинг - Co-op Translator за поддръжка на много езици (50+ езика) - GitHub Actions за CI/CD
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Security-101 হলো Microsoft দ্বারা তৈরি একটি নবীন-বান্ধব সাইবার নিরাপত্তা পাঠক্রম। এই প্রকল্পটি একটি ডকুমেন্টেশন-ভিত্তিক শিক্ষার উৎস যা গঠনমূলক মডিউলের মাধ্যমে মৌলিক সাইবার নিরাপত্তা ধারণা শেখায়। এটি বিক্রেতা-নিরপেক্ষ এবং ছোট পাঠ (প্রতিটি ৩০-৬০ মিনিট) সম্পন্ন করার জন্য ডিজাইন করা হয়েছে। মূল প্রযুক্তি: - বিষয়বস্তুর জন্য Markdown - Docsify স্ট্যাটিক সাইট তৈরির জন্য - GitHub Pages হোস্টিংয়ের জন্য - Co-op Translator বহু-ভাষার সমর্থনের জন্য (৫০+ ভাষা) - GitHub Actions CI/CD এর জন্য স্থাপত্য: - শিক্ষামূলক বিষয়বস্তু ৮টি প্রধান মডিউলে সংগঠিত, প্রতিটি মডিউলে…
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Security-101 é um currículo de cibersegurança para iniciantes criado pela Microsoft. O projeto é um recurso de aprendizado baseado em documentação que ensina conceitos fundamentais de cibersegurança por meio de módulos estruturados. Ele é independente de fornecedores e foi projetado para ser concluído em pequenas lições (30-60 minutos cada). Principais Tecnologias: - Markdown para conteúdo - Docsify para geração de site estático - GitHub Pages para hospedagem - Co-op Translator para suporte multilíngue (50+ idiomas) - GitHub Actions para CI/CD
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Security-101 je přívětivý vzdělávací program o kybernetické bezpečnosti vytvořený společností Microsoft. Projekt je dokumentačním zdrojem, který učí základní koncepty kybernetické bezpečnosti prostřednictvím strukturovaných modulů. Je nezávislý na dodavatelích a navržený tak, aby byl dokončen v krátkých lekcích (30–60 minut každá). Klíčové technologie: - Markdown pro obsah - Docsify pro generování statických stránek - GitHub Pages pro hosting - Co-op Translator pro podporu více jazyků (50+ jazyků) - GitHub Actions pro CI/CD Architektura: - Vzdělávací obsah organizovaný do 8 hlavních modulů,…
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Security-101 er et begyndervenligt cybersikkerhedsforløb skabt af Microsoft. Projektet er en dokumentationsbaseret læringsressource, der underviser i grundlæggende cybersikkerhedskoncepter gennem strukturerede moduler. Det er leverandøruafhængigt og designet til at kunne gennemføres i små lektioner (30-60 minutter hver). Nøgleteknologier: - Markdown til indhold - Docsify til statisk sidegenerering - GitHub Pages til hosting - Co-op Translator til flersproget support (50+ sprog) - GitHub Actions til CI/CD Arkitektur: - Uddannelsesindhold organiseret i 8 hovedmoduler, hver med underlektioner - Statisk HTML-side med Docsify, der…
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Security-101 ist ein anfängerfreundliches Cybersecurity-Curriculum, das von Microsoft erstellt wurde. Das Projekt ist eine dokumentationsbasierte Lernressource, die grundlegende Cybersecurity-Konzepte durch strukturierte Module vermittelt. Es ist herstellerunabhängig und so konzipiert, dass es in kleinen Lektionen (jeweils 30-60 Minuten) abgeschlossen werden kann. Wichtige Technologien: - Markdown für Inhalte - Docsify für die Generierung statischer Websites - GitHub Pages für das Hosting - Co-op Translator für mehrsprachige Unterstützung (50+ Sprachen) - GitHub Actions für CI/CD Architektur: - Bildungsinhalte, organisiert in 8 Hauptmodule, jedes…
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Το Security-101 είναι ένα εκπαιδευτικό πρόγραμμα κυβερνοασφάλειας για αρχάριους, που δημιουργήθηκε από τη Microsoft. Το έργο αποτελεί έναν πόρο μάθησης βασισμένο σε τεκμηρίωση, που διδάσκει θεμελιώδεις έννοιες κυβερνοασφάλειας μέσω δομημένων ενοτήτων. Είναι ανεξάρτητο από προμηθευτές και σχεδιασμένο να ολοκληρώνεται σε μικρά μαθήματα (30-60 λεπτά το καθένα). Κύριες Τεχνολογίες: - Markdown για το περιεχόμενο - Docsify για τη δημιουργία στατικών ιστότοπων - GitHub Pages για φιλοξενία - Co-op Translator για υποστήριξη πολλών γλωσσών (50+ γλώσσες) - GitHub Actions για CI/CD Αρχιτεκτονική:…
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MicrosoftReads credentialsAGENTS.md