Clear Thought 1.5

import { z } from 'zod'; import MCTSHandler from '../handlers/reasoning-patterns/mcts.js'; const mctsSessions = new Map(); const mctsHandler = new MCTSHandler(); const MCTSSchema = z.object({ operation: z.enum(['init', 'import', 'iteration', 'bestAction', 'probs', 'export']) .describe('MCTS operation'), sessionId: z.string().optional(), explorationConstant: z.number().optional(), config: z.object({ ucbVariant: z.enum(['ucb1', 'ucb1-tuned', 'puct', 'custom']).optional(), useRAVE: z.boolean().optional(), raveBias: z.number().optional(), virtualLoss: z.number().optional(), reuseTree: z.boolean().optional(), usePriors: z.boolean().optional(), useTranspositions: z.boolean().optional() }).optional(), sequentialImport: z.array(z.object({ thought: z.string(), thoughtNumber: z.number(), totalThoughts: z.number(), nextThoughtNeeded: z.boolean() })).optional() }); async function handleMCTS(args, _session) { let sessionId = args.sessionId; let session = sessionId ? mctsSessions.get(sessionId) : undefined; if (!session || args.operation === 'init') { session = mctsHandler.initializeSession(args.explorationConstant, args.config || {}); sessionId = session.sessionId; mctsSessions.set(sessionId, session); } if (!session) { return { content: [{ type: 'text', text: JSON.stringify({ status: 'error', message: 'session_not_found' }) }] }; } switch (args.operation) { case 'import': { if (!args.sequentialImport) break; const imported = mctsHandler.importFromSequentialFormat(args.sequentialImport); mctsSessions.set(imported.sessionId, imported); sessionId = imported.sessionId; session = imported; break; } case 'iteration': { mctsHandler.runIteration(session); break; } case 'bestAction': { mctsHandler.getBestAction(session); break; } case 'probs': { mctsHandler.getActionProbabilities(session.rootNodeId, session); break; } case 'export': { // handled below break; } } const bestAction = mctsHandler.getBestAction(session); const exportSeq = mctsHandler.exportToSequentialFormat(session); return { content: [{ type: 'text', text: JSON.stringify({ status: 'success', sessionId, iteration: session.iteration, simulations: session.totalSimulations, bestAction, stats: session.stats, exportSequential: exportSeq }) }] }; } // ToolRegistry.getInstance().register({ // name: 'mcts', // description: 'MCTS reasoning tool (iteration/bestAction/probs/export)', // schema: MCTSSchema, // handler: handleMCTS, // category: 'reasoning' // }); export { handleMCTS }; //# sourceMappingURL=mcts.js.map