I enjoy exploring current IT trends and technologies.- This repository is a space for my micro-learning and reference.
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a2a-protocol-semantic-kernel: A2A (Agent-to-Agent) ๐ค protocol implementation using Semantic Kernel (unofficial)
agent-ai-foundry-func-wrapper: โก Azure Function wrapper integrates with AI Foundry Agent (w/ Cosmos DB)
agent-ai-foundry-tool-use: ๐ค Tool use patterns with an agent built using Azure AI Foundry.
agent-auto-eval-azure-aoai-sk: ๐ค Agent testing automation by simulating users and agents with judge (langwatch-scenario)
agent-data-analyst-stream-chainlit: โก Chainlit Data Analyst Chat Agent (Server Sent Events)
agent-guidance-driven-workflow: Parlant's ARQ (Attentive Reasoning Queries) into ๐ทMicrosoft Agent Framework
agent-multi-agent-simulator: ๐ค A Multi Agent Simulator - Visualize Agent interactions
agent-orchestration-sk-autogen: ๐ค AI agent orchestration patterns with Semantic Kernel and AutoGen.
agent-to-agent-ms: ๐ค Agent-to-agent interaction examples across multiple platforms and libraries in Microsoft
azure-func-sk-agent-cosmos-db: ๐ค Agent with Azure Function and Cosmos DB (Managed Identity) Conversation History
mcp-aoai-web-browsing: ๐ A minimal MCP server/client with Azure OpenAI and web browser control via Playwright.
mcp-azure-devops-client-demo: Azure DevOps โพ๏ธ via an Azure DevOps MCP Server
mcp-remote-call-ping-pong: ๐ An experimental and educational script for demonstrating remote MCP (Model Context Protocol) calls
TinyTroupe: [fix for demo] LLM-powered multiagent persona simulation for imagination enhancement and business insights.
WindowsAgentArena_mod: [Mod] Windows Agent Arena (WAA) ๐ช for testing and benchmarking of multi-modal AI agents.
azure-bicep-apim-app-gw: ๐งฑ Azure Bicep script that receives requests from App Gateway and routes them through APIM
azure-bicep-app-service-cosmos-db: ๐ก๏ธ Deploy secure Azure infra with Bicep (IaC): Private Link & Endpoints in a VNet
azure-bot-active-learning-sync: ๐พ For syncing between the training data managed by manual and auto-generate data by QnA maker.
azure-concurrency-version-control-etag: โ๏ธ A concurrency-safe Azure resource ETags (Entity Tag) for version control.
azure-devops-python-api: Azure DevOps Python API
azure-distributed-trace-azure-monitor: ๐ฆ Azure Monitor integration with OpenTelemetry via "@distributed_trace" annotation
azure-functions-sse-chainlit: โฒServer-Sent Events implementation in Azure Functions (backend) and Chainlit (UI).
azure-ml-lora-finetune-slm: ๐งFine-tune Phi-4-mini-instruct model with LoRA on Azure Machine Learning Studio
azure-openai-llm-cookbook: ๐ซง A one-stop hub, like a sample library ๐ช Azure OpenAI 100+ Sample Code ๐งช Organized by topic.
azure-prompt-flow-qa-rag: ๐ Azure ML Prompt flow Integration with Azure AI Search (Vector Search)
azure-speech-text-batch-speaker: ๐ Azure Speech Services Batch Transcription API Python with Speaker recognition
bicep-azure-data-platform-IaC: ๐๏ธ Azure Data platform Infrastructure as Code (Datafactory, Databricks, Synapse Analytics)
cognitive-services-REST-api-samples: Cognitive services REST API samples: C#, Java, Node.js, and Python.
openai-end-to-end-baseline: ๐๏ธ [Note] Customizing the Azure OpenAI E2E baseline
service-fabric-dotnet-quickstart_note: ๐๏ธ [Note] for Service Fabric quickstart .net application sample
teams-speech-bot-plugin-azure: ๐บMicrosoft Teams Speech Bot Demo
voice-translator-bot: ๐ฌ Bot by MERN Stack using Azure Cognitive Service (Speech to Text, Translate)
ds-categorical-data-clustering: ๐ซง Clustering for categorical data analysis. (precomputed pairwise matrix, DBSCAN, t-SNE)
ds-gradient-boosting-hands-on: Top Gradient Boosting methods (XGBoost, LightGBM, CatBoost) ๐ณ
ds-t-sne-from-scratch: ๐งฒminimal but clear t-SNE implementation from scratch in Python
einsum-n-dimension: ๐ข Examples of an einsum for N-dimensional tensor operations
huggingface-wav2vec: ๐ฉ๐ปโ๐ป ( อกโ โฟโโฟ อกโ) wav2vec
numpy-multi-dims-visualizer: ๐ข An interactive D3.js-powered web app to visualize, and understand multi-dimensional NumPy arrays.
pyspark-tika-text-extraction: ๐ด Data Lake, Performance tuning for text extraction from a huge amount of files.
pytorch-vis-llama-trial: ๐ฅHello PyTorch! Llama
cisco-config-generator: ๐ Cisco Basic Router Configuration Generator is built using BottlePy
eggplant-ai-funtional-play: ๐ฑ eggplant functional & eggplant AI integrating with sense talk script
elasticsearch-dockerfile-analyzer: ๐ณ docker-compose for elastic search & kibana
hello-auto-robot-selenium: ๐ [archived] Test Automation with Selenium and Robot Framework
hinemos-ntt-qualisystems: ใ๏ธ Hinemos Shell Draft
iot-kafka-automq-microk8s: IoT data pipeline built with Apache Kafka & AutoMQ โก and MicroK8s ๐ณ
openstack-dev-cloudshell: ๐ OpenStack integration with Quali CloudShell
tora-auto-ui-opencv: ๐ฏ UI Automation By OpenCV (Image Template Matching).
agent-quant-stock-invest: ๐ธ Agent-based stock analysis and investment strategy application (Agent Framework, AutoGen)
agentic-connected-vehicle-platform: ๐ Agentic Connected Vehicle Platform โ Agent orchestration, MCP, Avatar TTS
finance-quant-sandbox: ๐ธFlying Money with code.
manga2english-yolo-aoai: ๐ Manga translation from Japanese to English ๐ฏ๐ต๐ฌ๐ง, with YOLO and GPT.
mini-copilot: ๐งฎ A Domain-Specific Language (DSL) Approach. Generating DSL scripts using LLM and user queries to execute office API.
virtual-buddies-neurodiverse: ๐ช
A Copilot for neurodiverse children, offering language learning and communication support.
visual-genius: ๐ช
Visual learning aids for children with Autism Spectrum Disorder โ Visual card generation, communication through cards, letterboard.
ai-caption-admin: ๐ฅ GraphQL: Admin webpage for dashboard
chronium-mojo-ipc-cdp-protocol: ๐งฉ Chromium-style Mojo IPC, Chrome DevTools Protocol (CDP) for interprocess communication
console-tetris: ๐ฒ Most simplest console based Tetris source code by C++
csharp-blazor-net-freecodecamp: ๐จโ๐ป ๐ csharp webassembly blazor - C# backend with Interactive UIs using C# instead of JavaScript.
dotnet8-bulk-insert-perf: โก SQL Server Bulk Insert Performance Testing | .NET 8 โ๏ธ | EF Core & Web API
dotnet-aspire-worker-queue-cache: ๐งญ Azure Functions with .NET Aspire ๐ช โ Worker-Queue-Cache Architecture
jerry-web-render-was: ๐น๐ How web works inside client and server side. focusing on browser and web server.
mini-sqlite-engine-py-go-rust: ๐ฆ Learn Rust & Golang with a Mini-SQLite Database Engine (for Python users)
neet-code-top-150-python: Convert freeCodeCamp Java Code to python using an LLM ๐ค | NeetCode 150 ๐งฉ
small-dsl-eclipse-debug: ๐ [archived] Domain-Specific Language, Integration with the Eclipse Debug UI, and Debugger.
spring-boot-mybatis-restful: ๐ sample restful service by spring boot & mybatis & maven
springboot-angular-mysql-mybatis: ๐spring boot + angular + mysql + mybatis
vscode-extension-lsp-pfx: ๐คฏ๐ฏVisual Studio Code extension showcase for DSL (PowerFx mimic) using Language Server Protocol.
xmpp-socketio-rabbitmq: ๐คบXMPP with xmpp.js, Websocket with Socket.io, AMQP with RabbitMQ in Docker.
ai-by-hand-deepseek-solution: ๐ฌ AI-by-hand: Multi-head Latent Attention, RoPE, and MoE in Deepseek.
anki-deck-es-fr-de-it-cn: Anki decks: ๐ช๐ธ ES / ๐ซ๐ท FR / ๐ฉ๐ช DE / ๐ฎ๐น IT A1โB2 / ๐จ๐ณ HSK 1โ9
bilingual-kr-jp-dict-audio: ๐ฏBilingual Learning Support by TTS / NLP / Translation
ms-build-learn-notes: ๐ช A concise summary of Microsoft's products includes Azure, .NET, M365, Power Platform, Security, DevOps, Viva, and GitHub. The curricula are based on the Build 2023 challenge.
ms-fabric-e2e-tutorial: ๐ฟ Microsoft Fabric E2E Tutorial: ๐Lakehouse | ๐Data Science | โกReal-Time Intelligence | ๐ชฃData warehouse
power-bi-cross-join-report: Power BI ๐ Cross Join Report Example ๐ โ Combine Tables with No Key ๐
power-platform-playbook: ๐ค Power BI, Power Apps, Power Automate, and Power Virtual Agents, AI Builder
purview-driven-azure-ai-search-index: Type hints for Azure AI Search indexes โ๏ธ using schema metadata ๐ from Purview ๐
azure-ai-search-skill-explorer: ๐ Azure AI Search Skill I/O
azure-document-intelligence-vs-markitdown-vs-tika: Azure Document Intelligence (layout model) ๐ข vs Markitdown โ๏ธvs Apache Tika
rag-ai-search-index-blob-trigger: ๐ Trigger Azure AI Search Index Creation using an Azure Function Blob Trigger
rag-graph-rag-azure-openai: ๐คGraphRAG v2 API (From Local to Global: arxiv.org/abs/2404.16130) Playground ๐ฅฆ
rag-minimum-azure-ai-search: ๐ Azure AI Search Index creation for FAQ retrieval. (csv Indexer)
rag-minimum-azure-ai-search-sql-indexer: ๐ Azure AI Search Index creation for FAQ retrieval. (SQL Indexer: pull & push)
rag-multimodal-semantic-chunking: ๐ผ๏ธ E2E Multi-modal Document Preprocessing with Azure Document Intelligence
Note: awesome-azure-openai-copilot list follows the official Awesome repo rules.
aosa_pdf: ๐ The Architecture of Open Source Applications Volume 1 & 2, 500 Lines or Less, Software Design by Example (PDF)
awesome-azure-openai-copilot: ๐ทA curated list of awesome Azure OpenAI๐and Copilot
awesome-azure-openai-llm: A curated list of ๐ Azure OpenAI, ๐ฆ Large Language Models (RAG, Agent), and references.
software-architect-mindmap: ๐ง Mindmap of Software engineering: An Overview of Software Terminologies and Concepts.
science-alpha-fold-note: ๐งฌ Notes about AlphaFold inputs, outputs, and model architecture
science-companion-mindmap: ๐งชReferences and notes for science mindmap โ College-level science overview
science-general-relativity: Note for ๐ General Relativity, also known as the General Theory of Relativity
chat-llamaindex-azure-openai: ๐ฆLlamaIndex chat customized for Azure OpenAI
chatbot-ui: ๐ค kimtth customized version. An open source ChatGPT UI.
chrome-extension-teams-msg-copy: ๐ฟ Browser extension: Microsoft Teams message copy helper.
czur-bookscan-epub-manual: ๐ Memo for converting CZUR ๐ท book scans to ๐ EPUB format
decompile-python-exe: ๐ Decompile .exe files built from Python back to source code (pyc, pyd)
ebook-viewer-epub-png: ๐ Auto-capture eBook pages using screen region, detect changes, and save images.
ebook-viewer-memory-pdf: Extract the PDF from memory ๐พ to bypass eBook viewer limitations ๐๐.
Freenove_4WD_Smart_Car_Kit_for_Raspberry_Pi: [Note] Troubleshooting for FNK0043
geotiff-earthquake-extraction: ๐ Earthquake metadata extraction from GeoTIFF provided by Quiet+ API (Japan)
podcast-download-simple: ๐ง A simple, standalone HTML file for downloading podcast episodes.
powershell-git-commit-with-split: ๐ชSplit big-size repositories into multiple commits to prevent network hang-ups.
screentshot-python: ๐ Pure python screen shot demo
split-image: A Python package that lets you quickly split an image into rows and columns (tiles).
windows-styled-chat: ๐ฌ Windows-Styled Chat UI [vibe coding]





