vectorless 0.1.21

Hierarchical, reasoning-native document intelligence engine
Documentation 
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// Copyright (c) 2026 vectorless developers
// SPDX-License-Identifier: Apache-2.0

//! Search algorithms for tree traversal.

mod beam;
mod bm25;
mod greedy;
mod mcts;
mod scorer;
mod toc_navigator;
mod r#trait;

pub use beam::BeamSearch;
pub use bm25::{
    extract_keywords, Bm25Engine, Bm25Params, ExpandedQuery, FieldDocument, FieldWeights,
    QueryExpander, STOPWORDS,
};
pub use greedy::GreedySearch;
pub use mcts::MctsSearch;
pub use scorer::{NodeScorer, ScoringContext};
pub use toc_navigator::{SearchCue, ToCNavigator};
pub use r#trait::{SearchConfig, SearchResult, SearchTree};