plato-inference-runtime 0.1.1

PLATO inference runtime — lightweight tile scoring and Q&A evaluation

⚡ Plato Inference Runtime

Lightweight tile scoring and Q&A evaluation for PLATO rooms

Scores tile quality on 5 axes (relevance, specificity, completeness, clarity, confidence) with composite scoring. Evaluates Q&A pairs against expected topic coverage.

Install

pip install plato-inference-runtime

Quick Start

from plato_inference_runtime import TileScorer, QAEvaluator

scorer = TileScorer(min_quality=0.4)
m = scorer.score("What is PLATO?", "PLATO is a knowledge room system that stores tiles as Q&A pairs")
print(f"Quality: {m.composite:.2f}, Passes: {scorer.passes_gate(m)}")

evaluator = QAEvaluator(expected_topics={"plato": ["room", "tile", "knowledge"]})
result = evaluator.evaluate("What is PLATO?", "PLATO rooms store knowledge tiles", domain="plato")
print(f"Score: {result.score:.2f}, Coverage: {result.coverage:.2f}, Gaps: {result.gaps}")

Part of Cocapn · Agent Infrastructure