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ToolEmbeddingIndex

brainwires_tool_runtime::tool_embedding

Struct ToolEmbeddingIndex 

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pub struct ToolEmbeddingIndex { /* private fields */ }
Expand description

Pre-computed embedding index for semantic tool discovery.

Stores embeddings of tool "{name}: {description}" strings and supports cosine-similarity search against user queries.

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impl ToolEmbeddingIndex

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pub fn build(tools: &[(String, String)]) -> Result<Self>

Build an index from tool (name, description) pairs.

Each tool is embedded as "{name}: {description}". Returns an empty index if no tools are provided.

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pub fn search( &self, query: &str, limit: usize, min_score: f32, ) -> Result<Vec<(String, f32)>>

Search for tools semantically similar to the query.

Returns (tool_name, similarity_score) pairs sorted by score descending, filtered by min_score and capped at limit.

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pub fn tool_count(&self) -> usize

Number of tools in the index (for staleness detection).

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