FusionAGI/fusionagi/reasoning/__init__.py

"""Reasoning engine: chain-of-thought, tree-of-thought, and native symbolic reasoning."""

from fusionagi.reasoning.cot import (
    build_cot_messages,
    run_chain_of_thought,
)
from fusionagi.reasoning.decomposition import decompose_recursive
from fusionagi.reasoning.gpu_scoring import (
    deduplicate_claims_gpu,
    generate_and_score_gpu,
    score_claims_gpu,
)
from fusionagi.reasoning.insight_bus import Insight, InsightBus
from fusionagi.reasoning.interpretability import (
    ReasoningTrace,
    ReasoningTracer,
    TraceStep,
)
from fusionagi.reasoning.meta_reasoning import (
    challenge_assumptions,
    detect_contradictions,
    revisit_node,
)
from fusionagi.reasoning.metacognition import (
    KnowledgeGap,
    MetacognitiveAssessment,
    assess_head_outputs,
)
from fusionagi.reasoning.multi_path import generate_and_score_parallel
from fusionagi.reasoning.native import (
    NativeReasoningProvider,
    PromptAnalysis,
    analyze_prompt,
    produce_head_output,
)
from fusionagi.reasoning.recomposition import RecomposedResponse, recompose
from fusionagi.reasoning.super_big_brain import (
    SuperBigBrainConfig,
    SuperBigBrainReasoningProvider,
    run_super_big_brain,
)
from fusionagi.reasoning.tot import (
    ThoughtBranch,
    ThoughtNode,
    ToTResult,
    expand_node,
    merge_subtrees,
    prune_subtree,
    run_tree_of_thought,
    run_tree_of_thought_detailed,
)

__all__ = [
    "build_cot_messages",
    "run_chain_of_thought",
    "run_tree_of_thought",
    "run_tree_of_thought_detailed",
    "ThoughtBranch",
    "ThoughtNode",
    "ToTResult",
    "expand_node",
    "prune_subtree",
    "merge_subtrees",
    "NativeReasoningProvider",
    "analyze_prompt",
    "produce_head_output",
    "PromptAnalysis",
    "decompose_recursive",
    "load_context_for_reasoning",
    "build_compact_prompt",
    "generate_and_score_parallel",
    "recompose",
    "RecomposedResponse",
    "challenge_assumptions",
    "detect_contradictions",
    "revisit_node",
    "generate_and_score_gpu",
    "score_claims_gpu",
    "deduplicate_claims_gpu",
    "MetacognitiveAssessment",
    "KnowledgeGap",
    "assess_head_outputs",
    "ReasoningTrace",
    "ReasoningTracer",
    "TraceStep",
    "run_super_big_brain",
    "SuperBigBrainConfig",
    "SuperBigBrainReasoningProvider",
    "Insight",
    "InsightBus",
]