agents.reasoning_and_critique.tot

Tree of Thoughts (TOT) reasoning module for Haive.

This module implements the Tree of Thoughts algorithm using a multi-agent approach with MultiAgent. The implementation uses two specialized agents:

  1. CandidateGenerator - Generates diverse solution candidates

  2. SolutionScorer - Evaluates and scores candidates

The TreeOfThoughtsOrchestrator coordinates these agents to perform beam search through the solution space.

Examples

from haive.agents.reasoning_and_critique.tot import create_tot_solver

# Create a TOT solver solver = await create_tot_solver(

beam_width=5, max_iterations=3

)

# Solve a problem result = await solver.solve(

problem=”Use numbers 3, 3, 8, 8 to make 24”, context=”Each number must be used exactly once”

)

print(f”Best solution: {result.best_solution}”) print(f”Score: {result.score}”)

Submodules