veles-core

Core library for Veles — fast and accurate local code search for AI agents.

veles-core is the indexing and search engine. It walks a directory, chunks source files, builds a BM25 inverted index plus a dense model2vec-rs embedding index, and serves hybrid queries with Reciprocal Rank Fusion. Tree-sitter is used to extract symbols (functions, structs, classes, …) for definition-level lookups.

use veles_core::{VelesIndex, SearchMode};
use std::path::Path;

let index = VelesIndex::from_path(Path::new("."), None, None, false)?;
let results = index.search("parse config file", 5, SearchMode::Hybrid, None, None, None);
for r in results {
    println!("{} [{:.3}]", r.chunk.location(), r.score);
}

The on-disk index is persisted under <repo>/.veles/ and supports incremental updates that reuse embeddings of unchanged files.

For end-user CLI documentation see the project README and USAGE.md.

License

MIT