QWE AI Academy Best Vector DB? Deploy Qdrant v1.17 in Docker [2026 Guide]
Deploy Qdrant v1.17 - the best vector DB for self-hosted RAG. Docker install, port gotchas, API key setup, and upgrade traps explained.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
Install Wan 2.2: Open Source Video Generation Setup Guide
Step-by-step guide to deploy Wan 2.2, Alibaba's open source video generation model, with real install commands, flash-attn fixes, and VRAM tips.
Install Weights & Biases 0.26.1: The ML Experiment Platform Guide
Deploy Weights & Biases 0.26.1 as your ML experiment platform - install steps, real errors from GitHub issues, and the v0.24.0 trap to avoid.
AnimeGAN AI Cartoon Filter: Install AnimeGANv3 (ONNX Guide)
Install the AnimeGAN AI cartoon filter via the AnimeGANv3 ONNX route. Real commands, real GitHub URLs, and the version traps nobody warns you about.
Install AutoGPT Platform v0.6.56: Self-Host Guide (2026)
A practical install guide for the AutoGPT open source AI agent platform - Docker setup, the supabase-db trap, and the Raspberry Pi page-size fix.
Open Source Voice Cloning: Install XTTS v2 (2026 Guide)
Deploy XTTS v2 for open source voice cloning using the maintained idiap fork. Install steps, the 250-char trap, and fixes for common errors.
Install scikit-learn 1.8.0: A Practical Deploy Guide
Deploy scikit-learn 1.8.0 the right way: Python 3.11+ requirements, venv setup, GPU dispatch, version verification, and the install errors nobody warns you about.
Continue: GitHub Copilot Alternative – Install Guide v1.3.21
Deploy Continue, the open-source GitHub Copilot alternative, in VS Code with your own model. Install steps, config.yaml setup, and real fixes for known errors.
Build an MCP Server with FastMCP 3.2.4: A Practical Guide
Deploy a working MCP server with FastMCP 3.2.4 in minutes. Real install commands, version traps, and gotchas competitors don't mention.
ComfyUI Install Guide v0.19.3: Node-Based Image AI Setup
Install ComfyUI Desktop v0.8.33 (ComfyUI 0.19.3) for node-based image AI. Real commands, VRAM math, error fixes, and uninstall paths.
Deploy Qwen3 Locally: Chinese Open Source LLM Guide
Step-by-step deployment of Qwen3, the Chinese open source LLM from Alibaba. Real VRAM numbers, install commands, and the gotchas tutorials skip.
Wav2Lip Install Guide: AI Lip Sync That Actually Runs
Step-by-step Wav2Lip install for AI lip sync - Easy-Wav2Lip v8.3 path, the librosa pin that breaks builds, and a working verification command.