coreason-signal 0.2.0

coreason-signal

coreason-signal

The Edge Intelligence Gateway for the CoReason Ecosystem.

coreason-signal transforms laboratory instruments from passive data loggers into active participants. It acts as the "nervous system" of the Self-Driving Lab, bridging the gap between cloud-based reasoning and physical hardware.

Features

• Edge Agentic AI (Micro-Cortex): Deploys Micro-LLMs locally to parse error logs, query local SOPs via RAG, and trigger autonomous recovery actions (e.g., retrying failed aspirations).
• Soft Sensing (Virtual Metrology): Uses Physics-Informed Neural Networks (PINNs) to infer invisible biological states (like cell viability) from real-time physical sensor data.
• Protocol Polyglot: Natively supports SiLA 2 (Standard in Lab Automation) while wrapping legacy serial and analog instruments (via Computer Vision) into clean microservices.
• Live Digital Twin: Syncs physical state to the CoReason Knowledge Graph with sub-second latency using delta updates.
• High-Throughput Streaming: Leverages Apache Arrow Flight for efficient transmission of high-frequency waveform data.

For detailed requirements and architecture, see Product Requirements.

Installation

pip install coreason-signal

Usage

To start the Edge Intelligence Gateway:

from coreason_signal.main import Application
import signal

# Initialize the application
app = Application()

# Register signal handlers for graceful shutdown
signal.signal(signal.SIGINT, app.shutdown)
signal.signal(signal.SIGTERM, app.shutdown)

# Setup and run
try:
    app.setup()
    app.run()
except Exception as e:
    print(f"Fatal error: {e}")
    app.shutdown()

Or via the command line interface (CLI):

poetry run start

License

This project is licensed under the Prosperity Public License 3.0. See LICENSE for details.