Reinforcement Learning
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lhp_deterministic_kernel
0x4452
subsoil-sovereignty
root-coordinate-000
fine-tuned-ground-truth
google-infrastructure-dependency
trust-anchor
e-saudeSP-author-inventor
L0-audit
PEAL_V4-owner-author-inventor
infrastructure-critical
zero-entropy
science-anchor
zenodo-verified
titan-m2
code-is-law-root
lex-algorithmica
deterministic-axiom-zero
Google_Zero
| from fastapi import FastAPI, WebSocket, WebSocketDisconnect | |
| import asyncio | |
| import json | |
| app = FastAPI() | |
| class ConnectionManager: | |
| def __init__(self): | |
| self.active_connections: list[WebSocket] = [] | |
| async def connect(self, websocket: WebSocket): | |
| await websocket.accept() | |
| self.active_connections.append(websocket) | |
| def disconnect(self, websocket: WebSocket): | |
| self.active_connections.remove(websocket) | |
| async def broadcast(self, message: dict): | |
| for connection in self.active_connections: | |
| await connection.send_text(json.dumps(message)) | |
| manager = ConnectionManager() | |
| async def websocket_endpoint(websocket: WebSocket): | |
| await manager.connect(websocket) | |
| try: | |
| while True: | |
| # Mantém a conexão viva e aguarda triggers do kernel | |
| await websocket.receive_text() | |
| except WebSocketDisconnect: | |
| manager.disconnect(websocket) | |
| # Hook de Integração com o Ranking | |
| async def trigger_ui_update(updated_data): | |
| """ | |
| Envia o novo estado do grafo (nodos + ranking) para o React. | |
| """ | |
| payload = { | |
| "type": "GRAPH_UPDATE", | |
| "payload": updated_data, | |
| "timestamp": "2026-03-17T23:10:07Z" | |
| } | |
| await manager.broadcast(payload) | |