llm4s-core/org.llm4s/org.llm4s.knowledgegraph/org.llm4s.knowledgegraph.query/GraphQueryTranslator

GraphQueryTranslator

org.llm4s.knowledgegraph.query.GraphQueryTranslator

class GraphQueryTranslator(llmClient: LLMClient, graphStore: GraphStore)

Translates natural language questions into structured GraphQuery operations using an LLM.

The translator provides the LLM with a summary of the graph's schema (node labels, relationship types, sample properties) so it can generate appropriate query operations.

Value parameters

graphStore: The graph store whose schema is used as context
llmClient: The LLM client to use for translation

Attributes

Example

val translator = new GraphQueryTranslator(llmClient, graphStore)
val query = translator.translate("Who are Alice's coworkers?")
// query: Right(GraphQuery.FindNeighbors(nodeId = "alice", ...))

Graph

Supertypes

class Object

trait Matchable

class Any

Members list

Value members

Concrete methods

Translates a natural language question into a structured graph query.

Value parameters

question: The natural language question

Attributes

Returns: Right(query) on success, Left(error) on failure

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