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Open WebUI - Ultimate Stack: A Production Deployment for the LLM Interface Era
A production-ready Docker deployment for Open WebUI with RAG, private search, OCR, MCP tooling, and 35 auto-deployed tools, filters, and function pipes.
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Bridging into Apple HomeKit with Homebridge Plugins
How I built two Homebridge platform plugins for SmartRent smart home devices and Amazon Blink security cameras, and what each required to bridge correctly into Apple HomeKit.- Published on
Introducing HumeChat: Voice AI with Emotional Intelligence
How I built a voice Ai platform with real-time emotion detection across 48 categories — Jungian depth psychology, guided shamanic voice journeys, and a children's companion with voice games.- Published on
Generating Structured Output from LLMs
A survey of three approaches to generating structured output from LLMs: model fine-tuning, domain-specific language modelling, and schema engineering.- Published on
Automated Market Makers (AMM) Explained
A comprehensive guide to automated market makers. How Uniswap, SushiSwap, Balancer and Curve power decentralized trading through liquidity pools, algorithmic pricing, and token incentives.
