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agent-agentic-context-engineering: Simplified implementation of Agentic Context Engineering (arxiv.org/abs/2510.04618)
agent-ai-foundry-func-wrapper:🔧Azure Function wrapper integrates with AI Foundry Agent (w/ Cosmos DB)
agent-ai-foundry-tool-use: Tool use patterns with an agent built using Azure AI Foundry.
agent-artifact-driven-consulting: ADR (Architecture Decision Record), PRD, TDD, TASK driven consulting Agent
agent-data-analyst-stream-chainlit: Chainlit Data Analyst Chat Agent (Server Sent Events)
agent-guidance-driven-workflow: 🦅Parlant's ARQ (Attentive Reasoning Queries) into Microsoft Agent Framework
agent-mini-pregel: Mini Google Pregel (graph engine) + switching ⚖️ between deterministic workflows and indeterministic agents 🧿
agent-multi-agent-simulator: ⚛️Multi Agent Simulator — visualize agent interactions
agent-orca-cli: 🐋 Orca CLI – Agent Skill SubAgent Plugin Manager
agent-orchestration-sk-autogen: AI agent orchestration patterns with Semantic Kernel and AutoGen.
agent-plus-with-agent365: Agent Framework + Agent 365 integration — extends agent for M365 MCP
agent-reward-grpo: Reward-driven agent tuning with GRPO to build adaptive, learnable agents
agent-to-agent-ms: Agent-to-agent interaction examples across multiple platforms and libraries in Microsoft
skill-clean-codebase: Clean up dead code, obsolete paths, and contradictions in the codebase.
sre-agent: Azure SRE Agent issue and feedback hub for reliability operations.
TinyTroupe: [Mod] LLM-powered multiagent persona simulation for imagination enhancement and business insights.

agent-a2a-entra-id-auth: Agent-to-Agent (A2A) OAuth Identity Passthrough using Azure AI Foundry
agent-a2a-protocol-semantic-kernel: A2A (Agent-to-Agent) protocol implementation using Semantic Kernel (unofficial)
agent-auto-eval-azure-aoai-sk: Agent testing automation by simulating users and agents with judge (langwatch-scenario)
agent-ms-foundry-guardrail: Agent Guardrail PII Leakage Monitored by Open Telemetry 🔐
mcp-aoai-web-browsing:🌐Minimal MCP server/client with Azure OpenAI and web browser control via Playwright.
mcp-azure-devops-client-demo: Azure DevOps ️ via an Azure DevOps MCP Server
mcp-client-a365-mcp-servers: MCP Client for 🔵 Agent 365 MCP Servers (Mail, Calendar, Word, Teams, SharePoint, etc.)
mcp-remote-call-ping-pong: Remote MCP (Model Context Protocol) calls — experimental demo
WindowsAgentArena_mod: [Mod] Windows Agent Arena (WAA) for testing and benchmarking of multi-modal AI agents.

azure-ai-caption-serveless-mp3: Azure Functions app for MP3 conversion in an AI caption workflow.
azure-ai-caption-teams-in-meeting: Microsoft Teams in-meeting side panel for AI caption experiences.
azure-bicep-apim-app-gw: Azure Bicep script that receives requests from App Gateway and routes them through APIM
azure-bicep-app-service-cosmos-db: ️ Bicep (IaC) — secure Azure infra with Private Link & Endpoints in a VNet
azure-bicep-data-platform-laC: ️ Azure Data platform Infrastructure as Code (Datafactory, Databricks, Synapse Analytics)
azure-bot-active-learning-sync: Sync between manually managed training data and auto-generated data by QnA Maker.
azure-concurrency-version-control-etag: ️ Concurrency-safe Azure resource ETags (Entity Tag) for version control.
azure-distributed-trace-azure-monitor: Azure Monitor integration with OpenTelemetry via "@distributed_trace" annotation
azure-func-sk-agent-cosmos-db: Agent with Azure Function and Cosmos DB (Managed Identity) Conversation History
azure-functions-sse-chainlit: Server-Sent Events implementation in Azure Functions (backend) and Chainlit (UI).
azure-ml-finetuning-eval-skills: Azure ML finetuning automation with LLM skill.
azure-ml-lora-finetune-slm: 🖼️Fine-tune Phi-4-mini-instruct model with LoRA on Azure Machine Learning Studio
azure-speech-text-batch-speaker: Azure Speech Services Batch Transcription API Python with Speaker recognition
azure-teams-speech-bot-plugin: Microsoft Teams Speech Bot Demo
cognitive-services-REST-api-samples: Cognitive services REST API samples: C#, Java, Node.js, and Python.
openai-end-to-end-baseline: ️ [Note] Azure OpenAI E2E baseline customization
service-fabric-dotnet-quickstart_note: ️ [Note] Service Fabric quickstart .NET application sample

ai-amazon-recommender-mimic-mini-recsys: Mini-Recsys: Amazon COSMO pipeline mimic
ai-manga2english-yolo-aoai: Manga translation from Japanese to English , with YOLO and GPT.
ai-pytorch-lighthouse-attention: Lighthouse Attention — small hackable implementation (arxiv.org/abs/2605.06554)
ai-pytorch-vis-llama-trial: PyTorch + Llama — getting started
ai-recursive-lang-model-inference: Recursive Language Models (RLMs) unofficial (arxiv.org/abs/2512.24601).
ai-twitter-recommender-mimic-mini-recsys: Mini-Recsys: Twitter Recommender mimic ️
ai-voice-translator-bot: MERN Stack bot using Azure Cognitive Service (Speech to Text, Translate)
ai-voice-translator-bot-py: Python voice translator app with speech-to-text and translation support.
ds-categorical-data-clustering: Clustering for categorical data analysis. (precomputed pairwise matrix, DBSCAN, t-SNE)
ds-einsum-n-dimension: Einsum examples for N-dimensional tensor operations
ds-gradient-boosting-hands-on: Top Gradient Boosting methods (XGBoost, LightGBM, CatBoost)
ds-huggingface-wav2vec: wav2vec — HuggingFace speech representation learning
ds-numpy-multi-dims-visualizer: D3.js-powered web app to visualize and understand multi-dimensional NumPy arrays.
ds-pyspark-tika-text-extraction: Data Lake,⏳Performance tuning for text extraction from a huge amount of files.
ds-t-sne-from-scratch: Minimal, clear t-SNE implementation from scratch in Python

cplusplus-console-tetris: 🎮Most simplest console based Tetris source code by C++
csharp-blazor-net-freecodecamp: C# WebAssembly Blazor — C# backend with Interactive UIs using C# instead of JavaScript.
csharp-long-running-api - C# Long-Running API⏳(Async Request-Reply Pattern)
dotnet-aspire-worker-queue-cache: Azure Functions with .NET Aspire — Worker-Queue-Cache Architecture
dotnet8-bulk-insert-perf: SQL Server Bulk Insert Performance Testing | .NET 8 ️ | EF Core & Web API
graphql-ai-caption-admin: 🕸️GraphQL: Admin webpage for dashboard
java-spring-boot-angular-mysql-mybatis: Spring Boot + Angular + MySQL + MyBatis
java-spring-boot-mybatis-restful: RESTful service by Spring Boot & MyBatis & Maven
mini-chronium-mojo-ipc-cdp-protocol: Chromium-style Mojo IPC, Chrome DevTools Protocol (CDP) for interprocess communication
mini-copilot: 🤏Domain-Specific Language (DSL) approach — generating DSL scripts using LLM and user queries to execute office API.
mini-jerry-web-render-was: 🐹How web works inside client and server side — focusing on browser and web server.
mini-notebooklm-agent-pptx: Mini NotebookLM for PPTX — contract-based slide rendering with long-context understanding.
mini-polar-bear-office: Mini Office 365 — docx, pptx, xlsx — wasm + rust + oss
mini-small-dsl-eclipse-debug: [archived] 👀Domain-Specific Language, Integration with the Eclipse Debug UI, and Debugger.
mini-sqlite-engine-py-go-rust: Mini-SQLite database engine — learn Rust & Golang (for Python users)
mini-xmpp-socketio-rabbitmq: XMPP with xmpp.js, Websocket with Socket.io, AMQP with RabbitMQ in Docker.
vscode-extension-lsp-pfx: Visual Studio Code extension showcase for DSL (PowerFx mimic) using Language Server Protocol.

azure-devops-python-api: Azure DevOps Python API
devops-cisco-config-generator: Cisco basic router configuration generator using BottlePy
devops-eggplant-ai-funtional-play: Eggplant functional & Eggplant AI integrating with SenseTalk script
devops-elasticsearch-dockerfile-analyzer: docker-compose for elastic search & kibana
devops-hello-auto-robot-selenium: [archived] Test Automation with Selenium and Robot Framework
devops-hinemos-ntt-qualisystems: ️ Hinemos Cloud Shell Draft
devops-iot-kafka-automq-microk8s: IoT data pipeline built with Apache Kafka & AutoMQ and MicroK8s
devops-openstack-dev-cloudshell: OpenStack integration with Quali CloudShell
devops-powershell-git-commit-with-split: Split big-size repositories into multiple commits to prevent network hang-ups.
devops-ppf-vnet-terraform-github-actions: [Note] GitHub Actions for Azure and Power Platform VNet Integration Using Terraform
devops-tora-auto-ui-opencv: UI Automation by OpenCV (image template matching).

ms-fabric-agentic-banking-app: 🌿Agentic Banking App with SQL in Fabric (OLTP/OLAP/Agent/Power BI)
ms-fabric-auto-maintenance: 🌿End-to-end automotive predictive maintenance on Microsoft Fabric
ms-fabric-data-agent-user-auth-delegation: 🌿Fabric Data Agent with Delegated Access (RLS, CLS)
ms-fabric-dev-starter: 🌿 Microsoft Fabric - Scaffolding template for Microsoft Fabric development with AI coding agents
ms-fabric-e2e-tutorial:🌿Microsoft Fabric E2E Tutorial: Lakehouse | Data Science | Real-Time Intelligence | Data warehouse
ms-fabric-hands-on: 🌿Microsoft Fabric / Power BI Hands-on
ms-fabric-stock-prediction-pipeline: 🌿 Microsoft Fabric Medallion architecture 📈 Stock Prediction Pipeline
ms-graph-api-batch-calls: Small-batch Microsoft Graph API calls (find_meeting_times)🛠️
power-bi-cross-join-report: Power BI Cross Join Report Example — Combine Tables with No Key
power-bi-ingest: Power BI context generator (table relationships and DAX) for LLMs
ppf-azure-devops-pipeline: Power Platform ALM with Pipeline and🚦Azure DevOps
ppf-migrate-gui-to-power-apps-code-apps: Power Apps Code Apps — migrate sample GUI application
ppf-playbook: Power BI, Power Apps, Power Automate, and Power Virtual Agents, AI Builder
ppf-powerapp-ingest: Power Apps context generator (UI hierarchies and Power Fx)

azure-ai-search-skill-explorer: Azure AI Search Skill I/O
azure-document-intelligence-vs-markitdown-vs-tika: Azure Document Intelligence (layout model) vs Markitdown ️vs Apache Tika
azure-prompt-flow-qa-rag: Azure ML Prompt flow Integration with Azure AI Search (Vector Search)
rag-ai-search-index-blob-trigger: Azure AI Search index creation triggered by Azure Function Blob Trigger
rag-graph-rag-azure-openai: 🕸️GraphRAG v2 API (From Local to Global: arxiv.org/abs/2404.16130) Playground
rag-minimum-azure-ai-search: Azure AI Search Index creation for FAQ retrieval. (csv Indexer)
rag-minimum-azure-ai-search-sql-indexer: Azure AI Search Index creation for FAQ retrieval. (SQL Indexer: pull & push)
rag-multimodal-semantic-chunking: ️ E2E Multi-modal Document Preprocessing with Azure Document Intelligence
rag-purview-driven-azure-ai-search-index: Type hints for Azure AI Search indexes ️ using schema metadata from Purview

agent-connected-vehicle-platform: 🚗Agentic Connected Vehicle Platform — Agent orchestration, MCP, Avatar TTS
agent-quant-stock-invest: 📈Agent-based stock analysis and investment strategy application (Agent Framework, AutoGen)
domain-finance-quant-sandbox: Quantitative finance sandbox
domain-virtual-buddies-neurodiverse: Copilot for neurodiverse children — language learning and communication support.
visual-genius: 🪅Visual learning aids for children with Autism Spectrum Disorder — Visual card generation, communication through cards, letterboard.

algorithm-interview-prep-with-visual :🎞️Interview algorithms with step-by-step visuals ️ and animations ️
algorithm-neet-code-top-150-python-visual: 👨‍💻NeetCode 150+ — freeCodeCamp Java to Python with step-by-step visuals ️
aosa_pdf: Architecture of Open Source Applications Vol. 1 & 2, 500 Lines or Less, Software Design by Example (PDF)
awesome-azure-openai-copilot: Curated list of Azure OpenAI and Copilot resources ️✈️
awesome-azure-openai-llm: Curated list: 🌀Azure OpenAI, Large Language Models (RAG, Agent), and references.
azure-openai-llm-cookbook: Azure OpenAI 100+ sample code — organized by topic.
learn-ai-by-hand-deepseek-solution: AI-by-hand: Multi-head Latent Attention, RoPE, and MoE in Deepseek.
learn-anki-deck-es-fr-de-it-cn: Anki decks: ES / FR / DE / IT A1→B2 / HSK 1→9
learn-bilingual-kr-jp-dict-audio: Bilingual Learning Support by TTS / NLP / Translation
learn-science-alpha-fold-note: AlphaFold inputs, outputs, and model architecture — notes
learn-science-companion-mindmap: 🔬🧬Science mindmap — college-level science overview
learn-science-general-relativity: General Relativity (General Theory of Relativity) — notes
ms-build-learn-notes: Microsoft products summary — Azure, .NET, M365, Power Platform, Security, DevOps, Viva, and GitHub.
software-architect-mindmap: 🧠Mindmap of Software engineering: An Overview of Software Terminologies and Concepts.

chatbot-ui: [Mod] Open source ChatGPT UI.
Freenove_4WD_Smart_Car_Kit_for_Raspberry_Pi: [Note] Troubleshooting for FNK0043
split-image: Split image into rows and columns (tiles) — Python package.
util-chat-llamaindex-azure-openai: LlamaIndex chat customized for Azure OpenAI
util-chrome-extension-teams-msg-copy: Browser extension: Microsoft Teams message copy helper.
util-czur-bookscan-epub-manual: CZUR book scan to EPUB conversion — memo
util-decompile-python-exe: Decompile .exe files built from Python back to source code (pyc, pyd)
util-ebook-viewer-epub-png: Auto-capture eBook pages using screen region, detect changes, and save images.
util-ebook-viewer-memory-pdf: Extract the PDF from memory to bypass eBook viewer limitations.
util-geotiff-earthquake-extraction: 🗺️Earthquake metadata extraction from GeoTIFF provided by Quiet+ API (Japan)
util-google-fitness-synthetic-steps: Google Fit step-count synthetic data generator
util-mindmap-maker-clean: 🧹Mindmap-maker — cleaned version
util-podcast-download-simple: Standalone HTML — single-file podcast episode downloader.
util-podcast-realtime-transcription: Podcast 🎧 + live transcription + tap-to-jump navigation
util-screentshot-python: Pure python screen shot demo
util-windows-styled-chat: Windows-Styled Chat UI [vibe coding]

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