"""Default query for EmptyIndex.""" from typing import Any, List, Optional from llama_index.callbacks.base import CallbackManager from llama_index.core.base_retriever import BaseRetriever from llama_index.indices.empty.base import EmptyIndex from llama_index.prompts import BasePromptTemplate from llama_index.prompts.default_prompts import DEFAULT_SIMPLE_INPUT_PROMPT from llama_index.schema import NodeWithScore, QueryBundle class EmptyIndexRetriever(BaseRetriever): """EmptyIndex query. Passes the raw LLM call to the underlying LLM model. Args: input_prompt (Optional[BasePromptTemplate]): A Simple Input Prompt (see :ref:`Prompt-Templates`). """ def __init__( self, index: EmptyIndex, input_prompt: Optional[BasePromptTemplate] = None, callback_manager: Optional[CallbackManager] = None, **kwargs: Any, ) -> None: """Initialize params.""" self._index = index self._input_prompt = input_prompt or DEFAULT_SIMPLE_INPUT_PROMPT super().__init__(callback_manager) def _retrieve(self, query_bundle: QueryBundle) -> List[NodeWithScore]: """Retrieve relevant nodes.""" del query_bundle # Unused return []