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.NET .net 3d AI AI Agents AI Singapore AIChat ASR Agent Development Agent Framework Agents Android Annotation Apache Kafka AutoGPT AutoGen Automation Azure Blockchain Bot Detection Browser Detection ByteDance C CLI CNCF CRDT CUDA CVAT Canvas Chains Chrome DevTools Claude Client Hints Cloud Native Cloudflare Collaboration Computer Vision Containers Coze Studio Cross-Platform Data Streaming Dataset Decentralized Storage Deep Learning Desktop Automation DevOps Device Detection Diagramming Distributed Inference Django Docker EAS Build Event Streaming Expo FFmpeg FastAPI GPU GUI Gemini Go Gradio Hermes IOPaint IPFS Image Annotation Image Inpainting Inference Infinite Canvas JavaScript Kafka Operator KrillinAI Kubernetes LLM LangChain LangGraph MCP Machine Learning Messaging Metro Microservices Microsoft Mobile Development Model Serving Multi-Agent Multiplayer Next.js No-Code Node.js OCR Ollama OpenAI OpenAI API OpenVINO Orchestration PHP PagedAttention Poetry PostgreSQL PyQt5 PyTorch Python 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microsoft/autogen: Multi-Agent AI Framework

Intermediate

Complete setup guide for Microsoft AutoGen - a programming framework for creating multi-agent AI applications. Includes installation of core components (autogen-core, autogen-agentchat, autogen-ext), AutoGen Studio GUI, model integration with OpenAI/Azure/Ollama/Anthropic, MCP server support, code execution, and production deployment patterns.

AutoGen Microsoft AI Multi-Agent Python .NET LLM Agent Framework MCP OpenAI Azure Docker Gradio

vLLM: High-Throughput LLM Inference and Serving Setup

Intermediate

Complete setup guide for vLLM - a high-throughput and memory-efficient inference and serving engine for Large Language Models. Features PagedAttention for optimized memory management, continuous batching for maximum GPU utilization, and OpenAI-compatible API server. Supports 200+ model architectures with quantization, distributed inference, and multi-GPU deployment.

vLLM Python LLM Inference GPU CUDA OpenAI API PagedAttention Model Serving PyTorch Quantization Distributed Inference

LangChain: LLM Application Development Framework

Intermediate

Complete setup and integration guide for LangChain - the powerful framework for developing applications powered by large language models. Covers installation, core concepts, chains, agents, retrieval-augmented generation (RAG), memory systems, and production deployment patterns.

LangChain LLM AI Python JavaScript TypeScript OpenAI RAG Vector Database Agents Chains

IOPaint: AI-Powered Image Inpainting Tool Setup

Intermediate

Complete setup guide for IOPaint - a free and open-source image inpainting and outpainting tool powered by state-of-the-art AI models. Remove unwanted objects, defects, and people from images or replace them using stable diffusion. Supports CPU, GPU, and Apple Silicon with various AI models including LaMa, PowerPaint, and AnyText.

IOPaint AI Image Inpainting Python PyTorch Stable Diffusion Deep Learning Computer Vision Gradio FastAPI

VideoCaptioner: AI-Powered Video Subtitling Assistant

Intermediate

Complete setup guide for VideoCaptioner - an LLM-powered intelligent subtitle assistant for video. Includes CLI and GUI installation, ASR engines (Bijian, Jianying, Whisper), LLM-based subtitle optimization, translation services, TTS dubbing, and video synthesis with customizable subtitle styling.

VideoCaptioner Video Subtitles AI Python ASR LLM TTS CLI GUI PyQt5 Whisper FFmpeg Translation Speech Recognition

TagUI: Free RPA Tool by AI Singapore

Beginner

Complete setup guide for TagUI - the open-source Robotic Process Automation (RPA) tool by AI Singapore. Includes standalone installation, Python package setup, web automation with Chrome DevTools Protocol, visual automation with SikuliX, desktop automation, OCR capabilities, and multi-language support for automating repetitive tasks.

TagUI RPA Automation Python JavaScript PHP Chrome DevTools Sikuli OCR AI Singapore Web Automation Desktop Automation

DeerFlow 2.0: SuperAgent Harness Setup

Advanced

Set up DeerFlow 2.0, ByteDance's open-source long-horizon SuperAgent harness built on LangGraph and LangChain. Handle complex multi-step tasks with sandboxed execution, memory management, skills, and sub-agent orchestration.

AI LangGraph LangChain Python TypeScript Multi-Agent FastAPI Next.js Docker

AutoGPT: AI Agent Platform Setup

Intermediate

Complete setup guide for AutoGPT - the autonomous AI agent platform that empowers everyone to build and deploy AI agents. Includes Docker-based installation, Python development environment, API configuration, and production deployment with FastAPI, Next.js, PostgreSQL, Redis, and RabbitMQ.

AutoGPT AI Python FastAPI Next.js PostgreSQL Redis RabbitMQ Docker Poetry OpenAI