plato-sim-bridge 0.1.1

PLATO similarity bridge — embedding-based tile comparison and semantic room routing

🌉 Plato Sim Bridge

Embedding-based tile comparison and semantic room routing for PLATO

Computes semantic similarity between knowledge tiles. Routes new tiles to the most relevant PLATO rooms based on content similarity. Detects near-duplicates through embedding comparison.

Install

pip install plato-sim-bridge

Quick Start

from plato_sim_bridge import SimBridge, SemanticRouter

bridge = SimBridge()
sim = bridge.similarity("PLATO rooms store knowledge", "Knowledge tiles live in PLATO rooms")
print(f"Similarity: {sim:.2f}")

router = SemanticRouter(bridge)
router.register_room("architecture", "System design, module structure, API patterns")
router.register_room("mathematics", "Constraint theory, Pythagorean triples, exact arithmetic")

result = router.route("How does the KD-tree snap vectors?")
print(result)  # [("architecture", 0.75), ("mathematics", 0.42)]

API

Class	Purpose
SimBridge	Cosine similarity, find_similar, dedup
EmbeddingProvider	Pluggable embedding source
SemanticRouter	Route content to best-matching room

Part of Cocapn · Agent Infrastructure