AI & ML · Updated 22 Jul 2026 —
Self-Host LiteLLM with Docker: One OpenAI-Compatible Endpoint for Every Model (2026)
We ran LiteLLM v1.93.0 against a local Ollama model in Docker: pinned tags, a 4-line config, token metering, and the wro...
Guides & How-tos
AI & ML guides
Step-by-step how-tos, head-to-head comparisons and honest roundups — every guide worked through with current figures, then backed by a RECATOOLS calculator or AI-directory entry so you can act on it.
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AI & ML · Updated 21 Jul 2026 —
Qdrant vs Weaviate vs Milvus vs Pinecone: Vector Databases for RAG (2026)
Four vector databases compared for RAG in 2026: licenses, Docker self-host commands, embedded modes, managed pricing fro...
AI & ML · Updated 21 Jul 2026 —
Firecrawl vs Crawl4AI vs Jina Reader vs Browser Use — Getting Web Data Into Your LLM (2026)
Four open-source ways to feed web data to an LLM compared: licenses, self-host parity, pricing bases, robots.txt default...
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AI & ML · Updated 21 Jul 2026 —
How to Self-Host AnythingLLM with Docker and Ollama (2026)
We self-hosted AnythingLLM 1.15.0 with Docker and Ollama, embedded a document over the API, and got cited RAG answers fr...
AI & ML · Updated 21 Jul 2026 —
How to Self-Host the AutoGPT Platform with Docker (2026)
We self-hosted the AutoGPT Platform v0.6.68 with Docker on a busy dev Mac: 17 containers, two port collisions, and a fir...
AI & ML · Updated 21 Jul 2026 —
Self-Host Langflow with Docker: The Visual Agent Builder, Locked Down (2026)
We ran Langflow 1.10.2 in a single Docker container, hit its fail-closed auth gate, fixed it with explicit superuser cre...
AI & ML · Updated 21 Jul 2026 —
Midjourney vs Stable Diffusion vs Flux vs Ideogram vs Leonardo AI: AI Image Generation (2026)
The license fine print separates these five image generators more than image quality does. Pricing, weights and output-o...
AI & ML · Updated 21 Jul 2026 —
Self-Host Dify with Docker Compose: 15 Containers to Your Own LLM App Studio (2026)
We deployed Dify 1.16.0 on Docker Desktop, hit a real port clash, wired DeepSeek, and built a working chatflow — every c...
AI & ML · Updated 21 Jul 2026 —
AutoGPT vs OpenHands vs MetaGPT vs CrewAI: Open-Source AI Agent Frameworks (2026)
The four most-starred open-source agent frameworks compared on licenses, activity, MCP support, and pricing — stars no l...
AI & ML · Updated 21 Jul 2026 —
Run a Private ChatGPT in Docker: Open WebUI + Ollama (2026)
We wired Open WebUI v0.10.2 to Ollama 0.32.1 in two pinned Docker containers, hit one tools-support snag, and caught a t...
AI & ML · Updated 20 Jul 2026 —
LM Studio vs GPT4All vs AnythingLLM vs Open WebUI: The Best Local LLM Apps (2026)
We compare LM Studio, GPT4All, AnythingLLM and Open WebUI on licensing, platforms, RAG, multi-user support and telemetry...
AI & ML · Updated 20 Jul 2026 —
n8n vs Dify vs Langflow vs Flowise: Which Visual AI Workflow Builder Fits You? (2026)
Four self-hostable visual AI workflow builders, four very different licenses and owners. We compare n8n, Dify, Langflow...
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