Function searchEntities

apps/webapp/app/services/vectorStorage.server.ts:492–518

(params: {
  queryVector: number[];
  userId: string;
  workspaceId: string;
  threshold?: number;
  limit?: number;
  excludeIds?: string[];
})

 * Search for similar entities by vector similarity
 */
export async function searchEntities(params: {
  queryVector: number[];
  userId: string;
  workspaceId: string;
  threshold?: number;
  limit?: number;
  excludeIds?: string[];
}): Promise<Array<{ uuid: string; score: number }>> {
  try {
    const results = await vectorProvider().search({
      vector: params.queryVector,
      namespace: VECTOR_NAMESPACES.ENTITY,
      limit: params.limit || 10,
      threshold: params.threshold || 0.5,
      filter: {
        userId: params.userId,
        excludeIds: params.excludeIds,
        workspaceId: params.workspaceId,
      },
    });

    return results.map((r) => ({ uuid: r.id, score: r.score }));
  } catch (error) {
    logger.error(`Failed to search entities:`, { error });
    throw error;
  }
}

/**
 * Batch score statements against query vector