Tables

ChainOfTablePack

Bases: BaseLlamaPack

链式表格打包。

Source code in llama_index/packs/tables/chain_of_table/base.py

class ChainOfTablePack(BaseLlamaPack):
    """链式表格打包。"""

    def __init__(
        self,
        table: pd.DataFrame,
        llm: Optional[LLM] = None,
        verbose: bool = False,
        **kwargs: Any,
    ) -> None:
        """初始化参数。"""
        self.query_engine = ChainOfTableQueryEngine(
            table=table,
            llm=llm,
            verbose=verbose,
            **kwargs,
        )

    def get_modules(self) -> Dict[str, Any]:
        """获取模块。"""
        return {
            "query_engine": self.query_engine,
            "llm": self.query_engine.llm,
            "query_prompt": self.query_engine.query_prompt,
        }

    def run(self, *args: Any, **kwargs: Any) -> Any:
        """运行流水线。"""
        return self.query_engine.query(*args, **kwargs)

get_modules

get_modules() -> Dict[str, Any]

获取模块。

Source code in llama_index/packs/tables/chain_of_table/base.py

def get_modules(self) -> Dict[str, Any]:
    """获取模块。"""
    return {
        "query_engine": self.query_engine,
        "llm": self.query_engine.llm,
        "query_prompt": self.query_engine.query_prompt,
    }

run

run(*args: Any, **kwargs: Any) -> Any

运行流水线。

Source code in llama_index/packs/tables/chain_of_table/base.py

def run(self, *args: Any, **kwargs: Any) -> Any:
    """运行流水线。"""
    return self.query_engine.query(*args, **kwargs)

MixSelfConsistencyPack

Bases: BaseLlamaPack

混合自洽包。

Source code in llama_index/packs/tables/mix_self_consistency/base.py

class MixSelfConsistencyPack(BaseLlamaPack):
    """混合自洽包。"""

    def __init__(
        self,
        table: pd.DataFrame,
        llm: Optional[LLMType] = None,
        verbose: bool = False,
        normalize_table: bool = False,
        text_paths: int = 2,
        symbolic_paths: int = 2,
        aggregation_mode: AggregationMode = AggregationMode.SELF_CONSISTENCY,
        **kwargs: Any,
    ) -> None:
        self.query_engine = MixSelfConsistencyQueryEngine(
            table=table,
            llm=llm,
            verbose=verbose,
            normalize_table=normalize_table,
            text_paths=text_paths,
            symbolic_paths=symbolic_paths,
            aggregation_mode=aggregation_mode,
            **kwargs,
        )

    def get_modules(self) -> Dict[str, Any]:
        """获取模块。"""
        return {
            "query_engine": self.query_engine,
            "llm": self.query_engine.llm,
        }

    def run(self, *args: Any, **kwargs: Any) -> Any:
        """运行流水线。"""
        self.query_engine.query(*args, **kwargs)

get_modules

get_modules() -> Dict[str, Any]

获取模块。

Source code in llama_index/packs/tables/mix_self_consistency/base.py

def get_modules(self) -> Dict[str, Any]:
    """获取模块。"""
    return {
        "query_engine": self.query_engine,
        "llm": self.query_engine.llm,
    }

run

run(*args: Any, **kwargs: Any) -> Any

运行流水线。

Source code in llama_index/packs/tables/mix_self_consistency/base.py

def run(self, *args: Any, **kwargs: Any) -> Any:
    """运行流水线。"""
    self.query_engine.query(*args, **kwargs)