QWE AI Academy Install LangChain v1: Deployment Guide for 2026
Deploy LangChain v1.0 with the right Python version, the create_agent flow, and fixes for the langchain-classic migration. Step-by-step install.
AI Tools
Deployment guides, installation tutorials, and setup instructions for AI tools.
Install Blackstone (Legal spaCy) v0.1.x: A 2026 Guide
Deploy Blackstone, the legal spaCy pipeline from ICLR&D, in 2026. Real install steps, the spaCy 2.1.8 trap, and the config.cfg fix.
Install OpenAI Whisper v20250625: Local Setup Guide
Deploy OpenAI Whisper v20250625 locally for offline speech-to-text. Real install commands, model size tradeoffs, and the setuptools_rust fix nobody warns you about.
Deploy Kotaemon v0.11.2: Self-Hosted Document AI Chat
Install Kotaemon v0.11.2 - the open-source document AI chat tool. Docker, uv script, real install errors, and the .env trap nobody warns you about.
Hugging Face PEFT v0.19.1: Install Guide for 2026
Install Hugging Face PEFT v0.19.1, configure your first LoRA adapter, and dodge the target_modules trap that breaks half of beginner runs.
Run an LLM Locally with Ollama v0.22 – Real Setup Guide
Install Ollama v0.22 on Mac, Linux, or Windows, then run Qwen3 or Gemma3 offline with the right VRAM math, GPU detection, and config from day one.
AutoML Open Source: Install AutoGluon 1.5.0 (Guide)
Deploy AutoGluon 1.5.0, the open source AutoML framework from AWS. Real install commands, the conda vs pip trap, GPU setup, and fixes for common errors.
Deploy Phi-3 Locally: Small Open Source LLM Guide
Install and run Microsoft's Phi-3 small open source LLM locally with Ollama. Hardware specs, real commands, and gotchas competitors miss.
Mistral 7B v0.3 Open Source: Real Deploy Guide
Deploy Mistral 7B v0.3 locally with mistral-inference or Ollama. Real commands, GPU requirements, the xformers gotcha, and verification steps that actually work.
Install Great Expectations 1.17: ML Data Quality Guide
Deploy Great Expectations 1.17.0 for ML data quality checks - real commands, the Windows trap, and the breaking change from the pre-1.0 CLI world.
Install Fooocus AI: The 3-Click Image Generator (v2.5.5)
Install Fooocus v2.5.5 in under 3 clicks - Stable Diffusion XL with zero configuration. Runs on 4GB VRAM. Official setup, common failures, and swap workarounds.
Install ProteinMPNN: The Inverse Folding Tool for Protein Design
ProteinMPNN predicts sequences from backbone structures - but local installation requires solving CUDA version conflicts, choosing the right model weights, and understanding when to switch to LigandMPNN instead.