AI Energy Management With Home Assistant and EMHASS
Use EMHASS with solar forecasts, dynamic tariffs, EV charging constraints and deterministic Home Assistant fallbacks.
Topic archive
Self-hosted models, security AI, private inference and practical hardware benchmarks.
Use EMHASS with solar forecasts, dynamic tariffs, EV charging constraints and deterministic Home Assistant fallbacks.
Build a local Home Assistant voice pipeline with wake word, speech, Gemma 4 context, allowlisted actions and spoken responses.
Test Gemma 4 audio locally for transcription and translation, with realistic runtime, format, memory and latency limits.
Size CPU, RAM, VRAM and storage for Open WebUI, Ollama, local RAG and multiple users without buying an oversized AI server.
Build an offline Open WebUI RAG workflow for PDFs with local embeddings, practical chunking, evidence checks and private storage.
Run Open WebUI and Ollama on Windows with persistent storage, LAN access controls, backups and no accidental internet exposure.
Turn fridge photos into a private local inventory with OCR, recipe retrieval and honest date-label alerts that require confirmation.
Combine calibrated soil sensors, local climate history and guarded Home Assistant automations for private, water-aware irrigation.
Combine local voice, fall signals, medication reminders and family alerts without turning a home lab into a medical device.
Compare Qwen3 and Gemma 4 for private C# and .NET coding by memory use, context, tooling and reproducible local tests.
Run a useful local coding model on limited VRAM by controlling quantization, context, KV cache and CPU offload.
Choose a practical GPU for Home Assistant, local LLMs, Whisper and camera AI without wasting money or power.
Design a private voice control stack for Home Assistant using local speech, Piper output, and a constrained Gemma 4 action layer.
Choose practical Immich hardware for photo backup, video thumbnails, machine learning, storage growth, and low idle power.
Use Home Assistant, Zigbee, and a local Gemma 4-style model to make home automation more private, resilient, and useful.
Learn how a local-first NVR with Frigate can record security cameras at home without relying on paid cloud storage.