AI Tools

Deploy Milvus 3.0.0: Open Source Vector Database

Install Milvus 3.0.0 standalone with Docker Compose or the embed script. Specs, commands, Woodpecker defaults, health checks, and real install fixes.

Drew Sullivan 7 min read 2026-08-12

Deploy DNABERT-2-117M: Full Install Guide

Install and run DNABERT-2-117M for DNA embeddings. Exact conda/pip steps, system specs, Triton workarounds, and verification for the current HF model.

Morgan Hayes 6 min read 2026-08-11

Open WebUI Install Guide: Survive v0.11.0 Upgrades

Open WebUI install walkthrough for v0.11.0 - pinned Docker image, WEBUI_SECRET_KEY, /health verify, Ollama networking fixes, upgrade and uninstall.

Jordan West 7 min read 2026-08-11

Install Nerfstudio v1.1.5: NeRF Open Source Guide

Deploy Nerfstudio v1.1.5 for NeRF open source work: Docker-first install, VRAM tiers, CUDA gotchas, and real error fixes that skip the usual fluff.

Jordan West 7 min read 2026-08-11

Install AutoGen 0.7.5 Multi-Agent Framework Guide

Deploy AutoGen 0.7.5 multi-agent framework correctly: avoid the wrong-package trap, exact pip commands, config, verify, and real install fixes.

Alex Carter 6 min read 2026-08-10

Install MedSAM2 Latest: Medical SAM Deploy Guide

Deploy the latest medical SAM (MedSAM2) with exact install commands, GPU specs, checkpoint download, verification, and real error fixes for 3D/video segmentation.

Riley Brooks 6 min read 2026-08-09

Install Feast 0.65.0 Open Source Feature Store Guide

Deploy Feast 0.65.0, the open source feature store: system specs, pip extras, first config, verify steps, real install errors, and clean uninstall.

Alex Carter 6 min read 2026-08-09

Install Yi Open Source Locally: Yi-1.5 Deploy Guide

Deploy 01.AI Yi open source models locally: Yi-1.5 system requirements, pip/Docker/Ollama install, verify steps, and real fix list for common errors.

Drew Sullivan 7 min read 2026-08-08

Deploy Skyvern v1.0.47: AI Web Scraping That Actually Works

Install Skyvern v1.0.47 for AI web scraping with pip or Docker. Real commands, real errors from GitHub issues, and the SQLite bug most tutorials skip.

Riley Brooks 7 min read 2026-08-08

OpenVINO 2025.4 Install Guide: Edge Inference Setup

Deploy OpenVINO 2025.4 for Intel edge inference on CPU, GPU, and NPU. Covers pip vs archive, driver traps, and the ABI mismatch nobody warns you about.

Riley Brooks 8 min read 2026-08-07

Install PyRIT v0.14.0: AI Red Teaming Tool Setup Guide

Deploy PyRIT v0.14.0, Microsoft's AI red teaming tool. Pip vs Docker compared, Pydantic v2 breaking changes explained, and 4 real install traps fixed.

Morgan Hayes 7 min read 2026-08-07

Fastest LoRA Training: Unsloth December 2025 Install Guide

Deploy Unsloth December 2025 for the fastest LoRA training on a single GPU. Real install commands, CUDA gotchas, and Blackwell fixes tested for 2026.

Riley Brooks 8 min read 2026-08-06