ExUtcp.Search.Semantic (ex_utcp v0.3.2)

Semantic search implementation for UTCP tools and providers.

Uses Haystack for full-text search and keyword extraction for intelligent tool discovery.

Summary

Functions

contextual_similarity(tool, query_keywords)

Calculates contextual similarity based on tool categories and domains.

create_tools_index(tools)

Creates a Haystack index from tools for full-text search.

extract_keywords(text)

Extracts keywords from text for semantic analysis.

find_similar_tools(reference_tool, candidate_tools, threshold \\ 0.3)

Finds similar tools based on semantic similarity.

keyword_similarity(keywords1, keywords2)

Calculates semantic similarity between two sets of keywords.

search_providers(providers, query, opts)

Searches providers using semantic matching.

search_tools(tools, query, opts)

Searches tools using Haystack full-text search and semantic matching.

search_tools_with_haystack(tools, query, opts)

Searches tools using Haystack full-text search.

search_tools_with_keywords(tools, query, opts)

Searches tools using keyword-based semantic matching.

Functions

contextual_similarity(tool, query_keywords)

@spec contextual_similarity(ExUtcp.Types.tool(), [String.t()]) :: float()

Calculates contextual similarity based on tool categories and domains.

create_tools_index(tools)

@spec create_tools_index([ExUtcp.Types.tool()]) :: Haystack.t()

Creates a Haystack index from tools for full-text search.

extract_keywords(text)

@spec extract_keywords(String.t()) :: [String.t()]

Extracts keywords from text for semantic analysis.

find_similar_tools(reference_tool, candidate_tools, threshold \\ 0.3)

@spec find_similar_tools(ExUtcp.Types.tool(), [ExUtcp.Types.tool()], float()) ::
  list()

Finds similar tools based on semantic similarity.

keyword_similarity(keywords1, keywords2)

@spec keyword_similarity([String.t()], [String.t()]) :: float()

Calculates semantic similarity between two sets of keywords.

search_providers(providers, query, opts)

@spec search_providers(list(), String.t(), map()) :: list()

Searches providers using semantic matching.

search_tools(tools, query, opts)

@spec search_tools([map()], String.t(), map()) :: [map()]

Searches tools using Haystack full-text search and semantic matching.

search_tools_with_haystack(tools, query, opts)

@spec search_tools_with_haystack([map()], String.t(), map()) :: [map()]

Searches tools using Haystack full-text search.

search_tools_with_keywords(tools, query, opts)

@spec search_tools_with_keywords([ExUtcp.Types.tool()], String.t(), map()) :: list()

Searches tools using keyword-based semantic matching.