ai-labeling

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🍷 Wine cellar tracker with AI label recognition and Vivino integration -> Home Assistant add-on or Docker standalone

docker ai docker-compose home-assistant wine vivino home-assistant-addons ai-labeling wine-tracker

Elastic + Vertex AI hybrid search and labeling agent that fuses BM25 + vector retrieval with Gemini reasoning for intelligent enterprise discovery.

typescript nextjs embeddings gemini netlify elastic-search bm25 rag netlify-deployment fastapi vector-search hybrid-search ai-agent vertex-ai could-run knowledge-assistant ai-labeling

A complete guide to the two core labeling tasks that train large language models — from writing demonstration data to ranking model outputs.

workflow sft rlhf ai-labeling labeling-workflow

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