langchain_community.document_loaders.duckdb_loader.DuckDBLoader

class langchain_community.document_loaders.duckdb_loader.DuckDBLoader(query: str, database: str = ':memory:', read_only: bool = False, config: Optional[Dict[str, str]] = None, page_content_columns: Optional[List[str]] = None, metadata_columns: Optional[List[str]] = None)[source]

Load from DuckDB.

Each document represents one row of the result. The page_content_columns are written into the page_content of the document. The metadata_columns are written into the metadata of the document. By default, all columns are written into the page_content and none into the metadata.

Parameters

  • query (str) – The query to execute.

  • database (str) – The database to connect to. Defaults to “:memory:”.

  • read_only (bool) – Whether to open the database in read-only mode. Defaults to False.

  • config (Optional[Dict[str, str]]) – A dictionary of configuration options to pass to the database. Optional.

  • page_content_columns (Optional[List[str]]) – The columns to write into the page_content of the document. Optional.

  • metadata_columns (Optional[List[str]]) – The columns to write into the metadata of the document. Optional.

Methods

__init__(query[, database, read_only, ...])

param query

The query to execute.

alazy_load()

A lazy loader for Documents.

lazy_load()

A lazy loader for Documents.

load()

Load data into Document objects.

load_and_split([text_splitter])

Load Documents and split into chunks.
__init__(query: str, database: str = ':memory:', read_only: bool = False, config: Optional[Dict[str, str]] = None, page_content_columns: Optional[List[str]] = None, metadata_columns: Optional[List[str]] = None)[source]
Parameters

  • query (str) – The query to execute.

  • database (str) – The database to connect to. Defaults to “:memory:”.

  • read_only (bool) – Whether to open the database in read-only mode. Defaults to False.

  • config (Optional[Dict[str, str]]) – A dictionary of configuration options to pass to the database. Optional.

  • page_content_columns (Optional[List[str]]) – The columns to write into the page_content of the document. Optional.

  • metadata_columns (Optional[List[str]]) – The columns to write into the metadata of the document. Optional.

async alazy_load() → AsyncIterator[Document]

A lazy loader for Documents.

Return type

AsyncIterator[Document]

lazy_load() → Iterator[Document]

A lazy loader for Documents.

Return type

Iterator[Document]

load() → List[Document][source]

Load data into Document objects.

Return type

List[Document]

load_and_split(text_splitter: Optional[TextSplitter] = None) → List[Document]

Load Documents and split into chunks. Chunks are returned as Documents.

Do not override this method. It should be considered to be deprecated!

Parameters

text_splitter (Optional[TextSplitter]) – TextSplitter instance to use for splitting documents. Defaults to RecursiveCharacterTextSplitter.

Returns

List of Documents.

Return type

List[Document]

Examples using DuckDBLoader