QWE AI Academy Deploy Garak 0.17.0 LLM Security Scanner [Install]
Install Garak 0.17.0, the LLM security scanner: Python 3.11-3.13, pip commands, verify scan, XDG paths, and real fix for silent install failures.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
Deploy Enterprise AI Agents: Docker Agent v1.150.0
Install Docker Agent v1.150.0 and deploy enterprise AI agents with copy-paste commands, agent.yaml, doctor checks, and real install fixes.
AIMovie Install Guide: Deploy AI Movie Stack
Install AIMovie from GitHub main: Python 3.12, uv, Node 18+, ports 8666/36310, Docker via deploy.sh, and real 花屏/GOP glitch recovery.
Deploy MeditronFO Apertus-8B [Latest Open Medical LLM]
Install and run the latest open source medical LLM MeditronFO Apertus-8B locally with SGLang or GGUF. Specs, commands, verification, and real install fixes.
Install MinerU 4.0.12: PDF Parsing AI Deploy Guide
Deploy MinerU 4.0.12 for local PDF parsing AI: uv install, tiers, managed parse server, verify, common errors, upgrade and uninstall steps.
Deploy InstantID: Open Source AI Avatar Generator
Install InstantID locally for zero-shot AI avatars from one photo. Exact commands, VRAM fixes, antelopev2 workaround, Docker option [current main].
Install Local LLM with Ollama v0.40.3 [2026]
Deploy a local LLM right now with Ollama v0.40.3. Exact install commands, RAM rules, GPU gotchas, and the #1 mistake that kills first runs.
Install Ray 2.59.0 for Distributed Computing [Guide]
Deploy Ray 2.59.0 for distributed computing: pip and Docker steps, token auth defaults, shm sizing, verify commands, and real install fixes.
Deploy Long-Tail Question SEO System [2026]
Set up a long-tail question SEO workflow with GSC regex, free expanders and AnswerThePublic. Exact filters, limits and verification steps for 2026.
Deploy Elmo v0.4.4 for Answer Engine Optimization
Self-host Elmo v0.4.4 for answer-engine visibility tracking: CLI install, Docker Compose, first-run config, checks, upgrades, and real failure modes.
Deploy Text to Video AI: OpenVideo v0.1.0
Install OpenVideo v0.1.0 for local text to video AI with MiniMax H3: GPU specs, git tag install, pull/run commands, license traps, and fixes.
How to Deploy Zero-Click Search Tracking [2026]
Deploy a zero-click measurement stack with GSC AI reports, SparkToro 68% baselines, schema, and the impression-up/click-flat signature. Real steps for 2026.