api/search_service.py

"""
Search service layer using API.
"""

from typing import Any, Dict, List, Union

from loguru import logger

from api.client import api_client


class SearchService:
    """Service layer for search operations using API."""

    def __init__(self):
        logger.info("Using API for search operations")

    def search(
        self,
        query: str,
        search_type: str = "text",
        limit: int = 100,
        search_sources: bool = True,
        search_notes: bool = True,
        minimum_score: float = 0.2,
    ) -> List[Dict[str, Any]]:
        """Search the knowledge base."""
        response = api_client.search(
            query=query,
            search_type=search_type,
            limit=limit,
            search_sources=search_sources,
            search_notes=search_notes,
            minimum_score=minimum_score,
        )
        if isinstance(response, dict):
            return response.get("results", [])
        return []

    def ask_knowledge_base(
        self,
        question: str,
        strategy_model: str,
        answer_model: str,
        final_answer_model: str,
    ) -> Union[Dict[Any, Any], List[Dict[Any, Any]]]:
        """Ask the knowledge base a question."""
        response = api_client.ask_simple(
            question=question,
            strategy_model=strategy_model,
            answer_model=answer_model,
            final_answer_model=final_answer_model,
        )
        return response


# Global service instance
search_service = SearchService()