Industrial Intelligence Platform
Qwen2.5-3B-Instruct via transformers (HF) or Qwen3-4B-MLX locally on Apple Silicon. Auto-detected via SPACE_ID env var.
sentence-transformers/all-MiniLM-L6-v2 — lightweight, fast, and accurate for industrial domain retrieval.
FAISS — high-performance similarity search over thousands of document chunks with hybrid scoring.
Pure HTML/CSS/JS static page hosted on Hugging Face Spaces (free). Connects to your FastAPI backend.
Ask natural-language questions about equipment health, energy consumption, or production. The RAG system retrieves relevant context and the LLM generates a structured answer.
Feed a detected anomaly event for automated reasoning, root-cause analysis, and decision generation with safety validation.