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kimtth/README.md

Hello! ๐Ÿ‘‹

  • :basecampy: I enjoy exploring current IT trends and technologies.
  • This repository is a space for my micro-learning and reference.
  • linkedin LinkedIn | :octocat: Github ๐Ÿณ| ๐Ÿ“› Credly(Badges)

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Expand: repository index by category

โ†“โ†“ scroll to pinned & popular

Agent

a2a-protocol-semantic-kernel: A2A (Agent-to-Agent) ๐Ÿค– protocol implementation using Semantic Kernel (unofficial)
agent-ai-foundry-func-wrapper: โšก Azure Function wrapper integrates with AI Foundry Agent (w/ Cosmos DB)
agent-ai-foundry-tool-use: ๐Ÿค– Tool use patterns with an agent built using Azure AI Foundry.
agent-auto-eval-azure-aoai-sk: ๐Ÿค– Agent testing automation by simulating users and agents with judge (langwatch-scenario)
agent-data-analyst-stream-chainlit: โšก Chainlit Data Analyst Chat Agent (Server Sent Events)
agent-guidance-driven-workflow: Parlant's ARQ (Attentive Reasoning Queries) into ๐Ÿ”ทMicrosoft Agent Framework
agent-multi-agent-simulator: ๐Ÿค– A Multi Agent Simulator - Visualize Agent interactions
agent-orchestration-sk-autogen: ๐Ÿค– AI agent orchestration patterns with Semantic Kernel and AutoGen.
agent-to-agent-ms: ๐Ÿค– Agent-to-agent interaction examples across multiple platforms and libraries in Microsoft
azure-func-sk-agent-cosmos-db: ๐Ÿค– Agent with Azure Function and Cosmos DB (Managed Identity) Conversation History
mcp-aoai-web-browsing: ๐ŸŒ A minimal MCP server/client with Azure OpenAI and web browser control via Playwright.
mcp-azure-devops-client-demo: Azure DevOps โ™พ๏ธ via an Azure DevOps MCP Server
mcp-remote-call-ping-pong: ๐Ÿ“ 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) ๐ŸชŸ for testing and benchmarking of multi-modal AI agents.

Azure

azure-bicep-apim-app-gw: ๐Ÿงฑ Azure Bicep script that receives requests from App Gateway and routes them through APIM
azure-bicep-app-service-cosmos-db: ๐Ÿ›ก๏ธ Deploy secure Azure infra with Bicep (IaC): Private Link & Endpoints in a VNet
azure-bot-active-learning-sync: ๐Ÿ‘พ For syncing between the training data managed by manual and auto-generate data by QnA maker.
azure-concurrency-version-control-etag: โš™๏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: ๐Ÿ“ฆ Azure Monitor integration with OpenTelemetry via "@distributed_trace" annotation
azure-functions-sse-chainlit: โ›ฒServer-Sent Events implementation in Azure Functions (backend) and Chainlit (UI).
azure-ml-lora-finetune-slm: ๐Ÿ”งFine-tune Phi-4-mini-instruct model with LoRA on Azure Machine Learning Studio
azure-openai-llm-cookbook: ๐Ÿซง A one-stop hub, like a sample library ๐Ÿช‚ Azure OpenAI 100+ Sample Code ๐Ÿงช Organized by topic.
azure-prompt-flow-qa-rag: ๐Ÿ„ Azure ML Prompt flow Integration with Azure AI Search (Vector Search)
azure-speech-text-batch-speaker: ๐Ÿ”Š Azure Speech Services Batch Transcription API Python with Speaker recognition
bicep-azure-data-platform-IaC: ๐Ÿ—„๏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: ๐Ÿ—’๏ธ [Note] Customizing the Azure OpenAI E2E baseline
service-fabric-dotnet-quickstart_note: ๐Ÿ—’๏ธ [Note] for Service Fabric quickstart .net application sample
teams-speech-bot-plugin-azure: ๐Ÿ‘บMicrosoft Teams Speech Bot Demo
voice-translator-bot: ๐Ÿ’ฌ Bot by MERN Stack using Azure Cognitive Service (Speech to Text, Translate)

Datascience

ds-categorical-data-clustering: ๐Ÿซง Clustering for categorical data analysis. (precomputed pairwise matrix, DBSCAN, t-SNE)
ds-gradient-boosting-hands-on: Top Gradient Boosting methods (XGBoost, LightGBM, CatBoost) ๐ŸŒณ
ds-t-sne-from-scratch: ๐Ÿงฒminimal but clear t-SNE implementation from scratch in Python
einsum-n-dimension: ๐Ÿ”ข Examples of an einsum for N-dimensional tensor operations
huggingface-wav2vec: ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป ( อกโ› โ€ฟโ—โ€ฟ อกโ›) wav2vec
numpy-multi-dims-visualizer: ๐Ÿ”ข An interactive D3.js-powered web app to visualize, and understand multi-dimensional NumPy arrays.
pyspark-tika-text-extraction: ๐Ÿšด Data Lake, Performance tuning for text extraction from a huge amount of files.
pytorch-vis-llama-trial: ๐Ÿ’ฅHello PyTorch! Llama

DevOps

cisco-config-generator: ๐Ÿ“ Cisco Basic Router Configuration Generator is built using BottlePy
eggplant-ai-funtional-play: ๐ŸŒฑ eggplant functional & eggplant AI integrating with sense talk script
elasticsearch-dockerfile-analyzer: ๐Ÿณ docker-compose for elastic search & kibana
hello-auto-robot-selenium: ๐Ÿ‘‹ [archived] Test Automation with Selenium and Robot Framework
hinemos-ntt-qualisystems: ใŠ™๏ธ Hinemos Shell Draft
iot-kafka-automq-microk8s: IoT data pipeline built with Apache Kafka & AutoMQ โšก and MicroK8s ๐Ÿณ
openstack-dev-cloudshell: ๐Ÿ“š OpenStack integration with Quali CloudShell
tora-auto-ui-opencv: ๐Ÿฏ UI Automation By OpenCV (Image Template Matching).

Domain & Industry

agent-quant-stock-invest: ๐Ÿ’ธ Agent-based stock analysis and investment strategy application (Agent Framework, AutoGen)
agentic-connected-vehicle-platform: ๐Ÿš— Agentic Connected Vehicle Platform โ€” Agent orchestration, MCP, Avatar TTS
finance-quant-sandbox: ๐Ÿ’ธFlying Money with code.
manga2english-yolo-aoai: ๐Ÿ“ Manga translation from Japanese to English ๐Ÿ‡ฏ๐Ÿ‡ต๐Ÿ‡ฌ๐Ÿ‡ง, with YOLO and GPT.
mini-copilot: ๐Ÿงฎ A Domain-Specific Language (DSL) Approach. Generating DSL scripts using LLM and user queries to execute office API.
virtual-buddies-neurodiverse: ๐Ÿช… A Copilot for neurodiverse children, offering language learning and communication support.
visual-genius: ๐Ÿช… Visual learning aids for children with Autism Spectrum Disorder โ€” Visual card generation, communication through cards, letterboard.

Framework & Programming

ai-caption-admin: ๐Ÿฅ GraphQL: Admin webpage for dashboard
chronium-mojo-ipc-cdp-protocol: ๐Ÿงฉ Chromium-style Mojo IPC, Chrome DevTools Protocol (CDP) for interprocess communication
console-tetris: ๐ŸŽฒ Most simplest console based Tetris source code by C++
csharp-blazor-net-freecodecamp: ๐Ÿ‘จโ€๐Ÿ’ป ๐Ÿ’œ csharp webassembly blazor - C# backend with Interactive UIs using C# instead of JavaScript.
dotnet8-bulk-insert-perf: โšก SQL Server Bulk Insert Performance Testing | .NET 8 โš™๏ธ | EF Core & Web API
dotnet-aspire-worker-queue-cache: ๐Ÿงญ Azure Functions with .NET Aspire ๐ŸŸช โ€” Worker-Queue-Cache Architecture
jerry-web-render-was: ๐Ÿน๐ŸŒŠ How web works inside client and server side. focusing on browser and web server.
mini-sqlite-engine-py-go-rust: ๐Ÿฆ€ 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 ๐Ÿค– | NeetCode 150 ๐Ÿงฉ
small-dsl-eclipse-debug: ๐Ÿ‘€ [archived] Domain-Specific Language, Integration with the Eclipse Debug UI, and Debugger.
spring-boot-mybatis-restful: ๐Ÿ› sample restful service by spring boot & mybatis & maven
springboot-angular-mysql-mybatis: ๐Ÿƒspring boot + angular + mysql + mybatis
vscode-extension-lsp-pfx: ๐Ÿคฏ๐Ÿ’ฏVisual Studio Code extension showcase for DSL (PowerFx mimic) using Language Server Protocol.
xmpp-socketio-rabbitmq: ๐ŸคบXMPP with xmpp.js, Websocket with Socket.io, AMQP with RabbitMQ in Docker.

Learning

ai-by-hand-deepseek-solution: ๐Ÿฌ AI-by-hand: Multi-head Latent Attention, RoPE, and MoE in Deepseek.
anki-deck-es-fr-de-it-cn: Anki decks: ๐Ÿ‡ช๐Ÿ‡ธ ES / ๐Ÿ‡ซ๐Ÿ‡ท FR / ๐Ÿ‡ฉ๐Ÿ‡ช DE / ๐Ÿ‡ฎ๐Ÿ‡น IT A1โ†’B2 / ๐Ÿ‡จ๐Ÿ‡ณ HSK 1โ†’9
bilingual-kr-jp-dict-audio: ๐Ÿ’ฏBilingual Learning Support by TTS / NLP / Translation
ms-build-learn-notes: ๐ŸชŸ 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.

PaaS & Platform

ms-fabric-e2e-tutorial: ๐ŸŒฟ Microsoft Fabric E2E Tutorial: ๐ŸŒŠLakehouse | ๐Ÿ’™Data Science | โšกReal-Time Intelligence | ๐ŸชฃData warehouse
power-bi-cross-join-report: Power BI ๐Ÿ“Š Cross Join Report Example ๐Ÿ”— โ€” Combine Tables with No Key ๐Ÿ”„
power-platform-playbook: ๐Ÿค– 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 โš™๏ธ using schema metadata ๐Ÿ“‹ from Purview ๐Ÿ”

RAG & Search

azure-ai-search-skill-explorer: ๐Ÿ” Azure AI Search Skill I/O
azure-document-intelligence-vs-markitdown-vs-tika: Azure Document Intelligence (layout model) ๐Ÿข vs Markitdown โœ๏ธvs Apache Tika
rag-ai-search-index-blob-trigger: ๐Ÿ” Trigger Azure AI Search Index Creation using an Azure Function Blob Trigger
rag-graph-rag-azure-openai: ๐Ÿค–GraphRAG v2 API (From Local to Global: arxiv.org/abs/2404.16130) Playground ๐Ÿฅฆ
rag-minimum-azure-ai-search: ๐Ÿ” Azure AI Search Index creation for FAQ retrieval. (csv Indexer)
rag-minimum-azure-ai-search-sql-indexer: ๐Ÿ” Azure AI Search Index creation for FAQ retrieval. (SQL Indexer: pull & push)
rag-multimodal-semantic-chunking: ๐Ÿ–ผ๏ธ E2E Multi-modal Document Preprocessing with Azure Document Intelligence

Reference & Science

Note: awesome-azure-openai-copilot list follows the official Awesome repo rules.

aosa_pdf: ๐Ÿš€ The Architecture of Open Source Applications Volume 1 & 2, 500 Lines or Less, Software Design by Example (PDF)
awesome-azure-openai-copilot: ๐Ÿ”ทA curated list of awesome Azure OpenAI๐ŸŒ€and Copilotโœˆ๏ธ
awesome-azure-openai-llm: A curated list of ๐ŸŒŒ Azure OpenAI, ๐Ÿฆ™ Large Language Models (RAG, Agent), and references.
software-architect-mindmap: ๐Ÿง  Mindmap of Software engineering: An Overview of Software Terminologies and Concepts.
science-alpha-fold-note: ๐Ÿงฌ Notes about AlphaFold inputs, outputs, and model architecture
science-companion-mindmap: ๐ŸงชReferences and notes for science mindmap โ€” College-level science overview
science-general-relativity: Note for ๐ŸŒŒ General Relativity, also known as the General Theory of Relativity

Utility

chat-llamaindex-azure-openai: ๐Ÿฆ™LlamaIndex chat customized for Azure OpenAI
chatbot-ui: ๐Ÿค kimtth customized version. An open source ChatGPT UI.
chrome-extension-teams-msg-copy: ๐Ÿฟ Browser extension: Microsoft Teams message copy helper.
czur-bookscan-epub-manual: ๐Ÿ“ Memo for converting CZUR ๐Ÿ“ท book scans to ๐Ÿ“– EPUB format
decompile-python-exe: ๐Ÿ” Decompile .exe files built from Python back to source code (pyc, pyd)
ebook-viewer-epub-png: ๐Ÿ“˜ Auto-capture eBook pages using screen region, detect changes, and save images.
ebook-viewer-memory-pdf: Extract the PDF from memory ๐Ÿ’พ to bypass eBook viewer limitations ๐Ÿ“–๐Ÿ”.
Freenove_4WD_Smart_Car_Kit_for_Raspberry_Pi: [Note] Troubleshooting for FNK0043
geotiff-earthquake-extraction: ๐ŸŒ Earthquake metadata extraction from GeoTIFF provided by Quiet+ API (Japan)
podcast-download-simple: ๐ŸŽง A simple, standalone HTML file for downloading podcast episodes.
powershell-git-commit-with-split: ๐Ÿช“Split big-size repositories into multiple commits to prevent network hang-ups.
screentshot-python: ๐Ÿ“Œ 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: ๐Ÿ’ฌ Windows-Styled Chat UI [vibe coding]

โ†‘โ†‘ back to top

Pinned Loading

  1. awesome-azure-openai-llm awesome-azure-openai-llm Public

    A curated list of ๐ŸŒŒ Azure OpenAI, ๐Ÿฆ™ Large Language Models (RAG, Agent), and references.

    Python 385 47

  2. software-architect-mindmap software-architect-mindmap Public

    ๐Ÿง Mindmap of ๐Ÿ—บ๏ธSoftware Architecture, Software engineering: An Overview of Software Terminologies and Concepts.

    Python 107 27

  3. aosa_pdf aosa_pdf Public

    ๐Ÿš€ The Architecture of Open Source Applications Volume 1 & 2, 500 Lines or Less, Software Design by Example, Performance of Open Source Applications (PDF)

    Python 277 61

  4. mcp-aoai-web-browsing mcp-aoai-web-browsing Public

    A minimal Model Context Protocol ๐Ÿ–ฅ๏ธ server/client๐Ÿง‘โ€๐Ÿ’ปwith Azure OpenAI and ๐ŸŒ web browser control via Playwright.

    Python 31 11

  5. agent-quant-stock-invest agent-quant-stock-invest Public

    ๐Ÿ’ธAgent-based stock analysis and investment strategy application ๐Ÿ”ทMicrosoft Agent Framework ๐ŸŽฐAutoGen

    Python 25 9

  6. visual-genius visual-genius Public

    ๐Ÿช… Visual learning aids for children with Autism Spectrum Disorder โ€” Visual card generation, communication through cards, letterboard.

    TypeScript 22 4