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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

Coze Studio: AI Agent Development Platform Setup

Intermediate

Complete setup guide for Coze Studio - ByteDance's open-source all-in-one AI agent development platform. Create, debug, and deploy AI agents with visual no-code/low-code tools. Includes Docker installation, model configuration, workflow builder, RAG knowledge bases, and plugin development with React, TypeScript, Go, and microservices architecture.

Coze Studio AI ByteDance React TypeScript Go Docker Microservices RAG LLM OpenAI Agent Development No-Code Workflows

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

KrillinAI: Video Translation and Dubbing Setup

Intermediate

Complete setup guide for KrillinAI - an AI-powered video translation and dubbing tool that supports 100 languages. Includes installation for Windows/Linux/macOS, configuration of Whisper speech recognition, LLM translation, voice cloning with TTS, and Docker deployment options.

KrillinAI Video Translation AI Go Whisper LLM TTS Docker OpenAI Voice Cloning FFmpeg