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) protocol implementation using Semantic Kernel (unofficial)
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-auto-eval-azure-aoai-sk: Agent testing automation by simulating users and agents with judge (langwatch-scenario)
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-multi-agent-simulator: A Multi Agent Simulator - Visualize Agent interactions
agent-orchestration-sk-autogen: AI agent orchestration patterns with Semantic Kernel and AutoGen.
agent-to-agent-ms: Agent-to-agent interaction examples across multiple platforms and libraries in Microsoft
azure-func-sk-agent-cosmos-db: Agent with Azure Function and Cosmos DB (Managed Identity) Conversation History
mcp-aoai-web-browsing: A 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-remote-call-ping-pong: An experimental and educational script for demonstrating remote MCP (Model Context Protocol) calls
TinyTroupe: [Mod] LLM-powered multiagent persona simulation for imagination enhancement and business insights.
WindowsAgentArena_mod: [Mod] Windows Agent Arena (WAA) for testing and benchmarking of multi-modal AI agents.
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: ️ Deploy secure Azure infra with Bicep (IaC): Private Link & Endpoints in a VNet
azure-bot-active-learning-sync: For syncing between the training data managed by manual and auto-generate data by QnA maker.
azure-concurrency-version-control-etag: ️ A concurrency-safe Azure resource ETags (Entity Tag) for version control.
azure-devops-python-api: Azure DevOps Python API
azure-distributed-trace-azure-monitor: Azure Monitor integration with OpenTelemetry via "@distributed_trace" annotation
azure-functions-sse-chainlit: Server-Sent Events implementation in Azure Functions (backend) and Chainlit (UI).
azure-ml-lora-finetune-slm: Fine-tune Phi-4-mini-instruct model with LoRA on Azure Machine Learning Studio
azure-openai-llm-cookbook: A one-stop hub, like a sample library Azure OpenAI 100+ Sample Code Organized by topic.
azure-prompt-flow-qa-rag: Azure ML Prompt flow Integration with Azure AI Search (Vector Search)
azure-speech-text-batch-speaker: Azure Speech Services Batch Transcription API Python with Speaker recognition
bicep-azure-data-platform-IaC: ️ 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: ️ [Note] Customizing the Azure OpenAI E2E baseline
service-fabric-dotnet-quickstart_note: ️ [Note] for Service Fabric quickstart .net application sample
teams-speech-bot-plugin-azure: Microsoft Teams Speech Bot Demo
voice-translator-bot: Bot by MERN Stack using Azure Cognitive Service (Speech to Text, Translate)
ds-categorical-data-clustering: Clustering for categorical data analysis. (precomputed pairwise matrix, DBSCAN, t-SNE)
ds-gradient-boosting-hands-on: Top Gradient Boosting methods (XGBoost, LightGBM, CatBoost)
ds-t-sne-from-scratch: minimal but clear t-SNE implementation from scratch in Python
einsum-n-dimension: Examples of an einsum for N-dimensional tensor operations
huggingface-wav2vec: ( ͡ ‿●‿ ͡) wav2vec
numpy-multi-dims-visualizer: An interactive D3.js-powered web app to visualize, and understand multi-dimensional NumPy arrays.
pyspark-tika-text-extraction: Data Lake, Performance tuning for text extraction from a huge amount of files.
pytorch-vis-llama-trial: Hello PyTorch! Llama
twitter-recommender-mimic-mini-recsys: Mini-Recsys: A Twitter Recommender Mimic ️
cisco-config-generator: Cisco Basic Router Configuration Generator is built using BottlePy
eggplant-ai-funtional-play: eggplant functional & eggplant AI integrating with sense talk script
elasticsearch-dockerfile-analyzer: docker-compose for elastic search & kibana
hello-auto-robot-selenium: [archived] Test Automation with Selenium and Robot Framework
hinemos-ntt-qualisystems: ️ Hinemos Cloud Shell Draft
iot-kafka-automq-microk8s: IoT data pipeline built with Apache Kafka & AutoMQ and MicroK8s
openstack-dev-cloudshell: OpenStack integration with Quali CloudShell
tora-auto-ui-opencv: UI Automation By OpenCV (Image Template Matching).
agent-quant-stock-invest: Agent-based stock analysis and investment strategy application (Agent Framework, AutoGen)
agentic-connected-vehicle-platform: Agentic Connected Vehicle Platform — Agent orchestration, MCP, Avatar TTS
finance-quant-sandbox: Flying Money with code.
manga2english-yolo-aoai: Manga translation from Japanese to English , with YOLO and GPT.
mini-copilot: A Domain-Specific Language (DSL) Approach. Generating DSL scripts using LLM and user queries to execute office API.
virtual-buddies-neurodiverse: A Copilot for neurodiverse children, offering language learning and communication support.
visual-genius: Visual learning aids for children with Autism Spectrum Disorder — Visual card generation, communication through cards, letterboard.
ai-caption-admin: GraphQL: Admin webpage for dashboard
chronium-mojo-ipc-cdp-protocol: Chromium-style Mojo IPC, Chrome DevTools Protocol (CDP) for interprocess communication
console-tetris: Most simplest console based Tetris source code by C++
csharp-blazor-net-freecodecamp: csharp webassembly blazor - C# backend with Interactive UIs using C# instead of JavaScript.
dotnet8-bulk-insert-perf: SQL Server Bulk Insert Performance Testing | .NET 8 ️ | EF Core & Web API
dotnet-aspire-worker-queue-cache: Azure Functions with .NET Aspire — Worker-Queue-Cache Architecture
jerry-web-render-was: How web works inside client and server side. focusing on browser and web server.
mini-sqlite-engine-py-go-rust: Learn Rust & Golang with a Mini-SQLite Database Engine (for Python users)
small-dsl-eclipse-debug: [archived] Domain-Specific Language, Integration with the Eclipse Debug UI, and Debugger.
spring-boot-mybatis-restful: sample restful service by spring boot & mybatis & maven
springboot-angular-mysql-mybatis: spring boot + angular + mysql + mybatis
vscode-extension-lsp-pfx: Visual Studio Code extension showcase for DSL (PowerFx mimic) using Language Server Protocol.
xmpp-socketio-rabbitmq: XMPP with xmpp.js, Websocket with Socket.io, AMQP with RabbitMQ in Docker.
ai-by-hand-deepseek-solution: AI-by-hand: Multi-head Latent Attention, RoPE, and MoE in Deepseek.
algorithm-interview-prep-with-visual : Learn common interview algorithms with step-by-step visuals ️ and animations ️
anki-deck-es-fr-de-it-cn: Anki decks: ES / FR / DE / IT A1→B2 / HSK 1→9
bilingual-kr-jp-dict-audio: Bilingual Learning Support by TTS / NLP / Translation
ms-build-learn-notes: 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.
neet-code-top-150-python-visual: Convert freeCodeCamp Java Code to python with step-by-step visuals ️ | NeetCode 150+
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
power-bi-cross-join-report: Power BI Cross Join Report Example — Combine Tables with No Key
power-platform-playbook: 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 ️ using schema metadata from Purview
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
rag-ai-search-index-blob-trigger: Trigger Azure AI Search Index Creation using an 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
aosa_pdf: The Architecture of Open Source Applications Volume 1 & 2, 500 Lines or Less, Software Design by Example (PDF)
awesome-azure-openai-copilot: A curated list of awesome Azure OpenAIand Copilot️
awesome-azure-openai-llm: A curated list of Azure OpenAI, Large Language Models (RAG, Agent), and references.
software-architect-mindmap: Mindmap of Software engineering: An Overview of Software Terminologies and Concepts.
science-alpha-fold-note: Notes about AlphaFold inputs, outputs, and model architecture
science-companion-mindmap: References and notes for science mindmap — College-level science overview
science-general-relativity: Note for General Relativity, also known as the General Theory of Relativity
chat-llamaindex-azure-openai: LlamaIndex chat customized for Azure OpenAI
chatbot-ui: kimtth customized version. An open source ChatGPT UI.
chrome-extension-teams-msg-copy: Browser extension: Microsoft Teams message copy helper.
czur-bookscan-epub-manual: Memo for converting CZUR book scans to EPUB format
decompile-python-exe: Decompile .exe files built from Python back to source code (pyc, pyd)
ebook-viewer-epub-png: Auto-capture eBook pages using screen region, detect changes, and save images.
ebook-viewer-memory-pdf: Extract the PDF from memory to bypass eBook viewer limitations.
Freenove_4WD_Smart_Car_Kit_for_Raspberry_Pi: [Note] Troubleshooting for FNK0043
geotiff-earthquake-extraction: Earthquake metadata extraction from GeoTIFF provided by Quiet+ API (Japan)
google-fitness-synthetic-steps: Generating synthetic Google Fit step-count data for development
mindmap-maker-clean: A cleaned version of mindmap-maker
podcast-download-simple: A simple, standalone HTML file for downloading podcast episodes.
powershell-git-commit-with-split: Split big-size repositories into multiple commits to prevent network hang-ups.
screentshot-python: 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: Windows-Styled Chat UI [vibe coding]