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MeticAI

by hessius

Overview

MeticAI serves as an AI barista, analyzing coffee bag images and user preferences to generate and upload tailored espresso profiles to a Meticulous Espresso Machine.

Installation

Run Command
sudo docker compose up -d --build

Environment Variables

  • GEMINI_API_KEY
  • METICULOUS_IP
  • PI_IP
  • LOG_DIR
  • LOG_LEVEL

Security Notes

The `gemini-client` and `coffee-relay` Docker containers mount `/var/run/docker.sock` from the host. This grants these containers root-level access to the host's Docker daemon, effectively bypassing container isolation. If either container is compromised, the entire host system could be compromised. This is a critical security risk. Additionally, the FastAPI application uses `allow_origins=["*"]` for CORS, which is overly permissive, though less critical in a strictly local-only deployment. The system also relies on the `meticulous-mcp` server's tools being inherently safe, as the `gemini-client` executes tool calls in 'yolo' mode (`-y`) without explicit LLM confirmation.

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Stats

Interest Score0
Security Score2
Cost ClassMedium
Avg Tokens750
Stars0
Forks0
Last Update2026-01-19

Tags

AI BaristaEspresso ProfilingCoffee AnalysisMeticulous MachineFastAPI