search method

Future<RagSearchResult> search(
  1. String query, {
  2. int topK = 10,
  3. int tokenBudget = 2000,
  4. ContextStrategy strategy = ContextStrategy.relevanceFirst,
  5. int adjacentChunks = 0,
  6. bool singleSourceMode = false,
})

Search for relevant chunks and assemble context for LLM.

query - The search query text. topK - Number of top results to return (default: 10). tokenBudget - Maximum tokens for assembled context (default: 2000). strategy - Context assembly strategy (default: relevanceFirst). adjacentChunks - Include N chunks before/after matches (default: 0). singleSourceMode - Only include chunks from most relevant source.

Implementation

Future<RagSearchResult> search(
  String query, {
  int topK = 10,
  int tokenBudget = 2000,
  ContextStrategy strategy = ContextStrategy.relevanceFirst,
  int adjacentChunks = 0,
  bool singleSourceMode = false,
}) => _ragService.search(
  query,
  topK: topK,
  tokenBudget: tokenBudget,
  strategy: strategy,
  adjacentChunks: adjacentChunks,
  singleSourceMode: singleSourceMode,
);