# coding: utf-8

"""
    Hindsight HTTP API

    HTTP API for Hindsight

    The version of the OpenAPI document: 0.6.1
    Generated by OpenAPI Generator (https://openapi-generator.tech)

    Do not edit the class manually.
"""  # noqa: E501

import warnings
from pydantic import validate_call, Field, StrictFloat, StrictStr, StrictInt
from typing import Any, Dict, List, Optional, Tuple, Union
from typing_extensions import Annotated

from pydantic import Field, StrictInt, StrictStr
from typing import List, Optional
from typing_extensions import Annotated
from hindsight_client_api.models.chunk_response import ChunkResponse
from hindsight_client_api.models.delete_document_response import DeleteDocumentResponse
from hindsight_client_api.models.document_response import DocumentResponse
from hindsight_client_api.models.list_chunks_response import ListChunksResponse
from hindsight_client_api.models.list_documents_response import ListDocumentsResponse
from hindsight_client_api.models.reprocess_document_response import ReprocessDocumentResponse
from hindsight_client_api.models.update_document_request import UpdateDocumentRequest
from hindsight_client_api.models.update_document_response import UpdateDocumentResponse

from hindsight_client_api.api_client import ApiClient, RequestSerialized
from hindsight_client_api.api_response import ApiResponse
from hindsight_client_api.rest import RESTResponseType


class DocumentsApi:
    """NOTE: This class is auto generated by OpenAPI Generator
    Ref: https://openapi-generator.tech

    Do not edit the class manually.
    """

    def __init__(self, api_client=None) -> None:
        if api_client is None:
            api_client = ApiClient.get_default()
        self.api_client = api_client


    @validate_call
    async def delete_document(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> DeleteDocumentResponse:
        """Delete a document

        Delete a document and all its associated memory units and links.  This will cascade delete: - The document itself - All memory units extracted from this document - All links (temporal, semantic, entity) associated with those memory units  This operation cannot be undone.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DeleteDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    async def delete_document_with_http_info(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[DeleteDocumentResponse]:
        """Delete a document

        Delete a document and all its associated memory units and links.  This will cascade delete: - The document itself - All memory units extracted from this document - All links (temporal, semantic, entity) associated with those memory units  This operation cannot be undone.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DeleteDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    async def delete_document_without_preload_content(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Delete a document

        Delete a document and all its associated memory units and links.  This will cascade delete: - The document itself - All memory units extracted from this document - All links (temporal, semantic, entity) associated with those memory units  This operation cannot be undone.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._delete_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DeleteDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _delete_document_serialize(
        self,
        bank_id,
        document_id,
        authorization,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if bank_id is not None:
            _path_params['bank_id'] = bank_id
        if document_id is not None:
            _path_params['document_id'] = document_id
        # process the query parameters
        # process the header parameters
        if authorization is not None:
            _header_params['authorization'] = authorization
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='DELETE',
            resource_path='/v1/default/banks/{bank_id}/documents/{document_id}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    async def get_chunk(
        self,
        chunk_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ChunkResponse:
        """Get chunk details

        Get a specific chunk by its ID

        :param chunk_id: (required)
        :type chunk_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_chunk_serialize(
            chunk_id=chunk_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ChunkResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    async def get_chunk_with_http_info(
        self,
        chunk_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[ChunkResponse]:
        """Get chunk details

        Get a specific chunk by its ID

        :param chunk_id: (required)
        :type chunk_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_chunk_serialize(
            chunk_id=chunk_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ChunkResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    async def get_chunk_without_preload_content(
        self,
        chunk_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Get chunk details

        Get a specific chunk by its ID

        :param chunk_id: (required)
        :type chunk_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_chunk_serialize(
            chunk_id=chunk_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ChunkResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _get_chunk_serialize(
        self,
        chunk_id,
        authorization,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if chunk_id is not None:
            _path_params['chunk_id'] = chunk_id
        # process the query parameters
        # process the header parameters
        if authorization is not None:
            _header_params['authorization'] = authorization
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/v1/default/chunks/{chunk_id}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    async def get_document(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> DocumentResponse:
        """Get document details

        Get a specific document including its original text

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    async def get_document_with_http_info(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[DocumentResponse]:
        """Get document details

        Get a specific document including its original text

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    async def get_document_without_preload_content(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Get document details

        Get a specific document including its original text

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._get_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "DocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _get_document_serialize(
        self,
        bank_id,
        document_id,
        authorization,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if bank_id is not None:
            _path_params['bank_id'] = bank_id
        if document_id is not None:
            _path_params['document_id'] = document_id
        # process the query parameters
        # process the header parameters
        if authorization is not None:
            _header_params['authorization'] = authorization
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/v1/default/banks/{bank_id}/documents/{document_id}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    async def list_document_chunks(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        limit: Annotated[Optional[Annotated[int, Field(le=1000, strict=True, ge=1)]], Field(description="Maximum number of chunks to return")] = None,
        offset: Annotated[Optional[Annotated[int, Field(strict=True, ge=0)]], Field(description="Offset for pagination")] = None,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ListChunksResponse:
        """List document chunks

        List all chunks for a given document, ordered by chunk index.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param limit: Maximum number of chunks to return
        :type limit: int
        :param offset: Offset for pagination
        :type offset: int
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._list_document_chunks_serialize(
            bank_id=bank_id,
            document_id=document_id,
            limit=limit,
            offset=offset,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListChunksResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    async def list_document_chunks_with_http_info(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        limit: Annotated[Optional[Annotated[int, Field(le=1000, strict=True, ge=1)]], Field(description="Maximum number of chunks to return")] = None,
        offset: Annotated[Optional[Annotated[int, Field(strict=True, ge=0)]], Field(description="Offset for pagination")] = None,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[ListChunksResponse]:
        """List document chunks

        List all chunks for a given document, ordered by chunk index.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param limit: Maximum number of chunks to return
        :type limit: int
        :param offset: Offset for pagination
        :type offset: int
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._list_document_chunks_serialize(
            bank_id=bank_id,
            document_id=document_id,
            limit=limit,
            offset=offset,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListChunksResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    async def list_document_chunks_without_preload_content(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        limit: Annotated[Optional[Annotated[int, Field(le=1000, strict=True, ge=1)]], Field(description="Maximum number of chunks to return")] = None,
        offset: Annotated[Optional[Annotated[int, Field(strict=True, ge=0)]], Field(description="Offset for pagination")] = None,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """List document chunks

        List all chunks for a given document, ordered by chunk index.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param limit: Maximum number of chunks to return
        :type limit: int
        :param offset: Offset for pagination
        :type offset: int
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._list_document_chunks_serialize(
            bank_id=bank_id,
            document_id=document_id,
            limit=limit,
            offset=offset,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListChunksResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _list_document_chunks_serialize(
        self,
        bank_id,
        document_id,
        limit,
        offset,
        authorization,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if bank_id is not None:
            _path_params['bank_id'] = bank_id
        if document_id is not None:
            _path_params['document_id'] = document_id
        # process the query parameters
        if limit is not None:
            
            _query_params.append(('limit', limit))
            
        if offset is not None:
            
            _query_params.append(('offset', offset))
            
        # process the header parameters
        if authorization is not None:
            _header_params['authorization'] = authorization
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/v1/default/banks/{bank_id}/documents/{document_id}/chunks',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    async def list_documents(
        self,
        bank_id: StrictStr,
        q: Annotated[Optional[StrictStr], Field(description="Case-insensitive substring filter on document ID (e.g. 'report' matches 'report-2024')")] = None,
        tags: Annotated[Optional[List[StrictStr]], Field(description="Filter documents by tags")] = None,
        tags_match: Annotated[Optional[StrictStr], Field(description="How to match tags: 'any', 'all', 'any_strict', 'all_strict'")] = None,
        limit: Optional[StrictInt] = None,
        offset: Optional[StrictInt] = None,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ListDocumentsResponse:
        """List documents

        List documents with pagination and optional search. Documents are the source content from which memory units are extracted.

        :param bank_id: (required)
        :type bank_id: str
        :param q: Case-insensitive substring filter on document ID (e.g. 'report' matches 'report-2024')
        :type q: str
        :param tags: Filter documents by tags
        :type tags: List[str]
        :param tags_match: How to match tags: 'any', 'all', 'any_strict', 'all_strict'
        :type tags_match: str
        :param limit:
        :type limit: int
        :param offset:
        :type offset: int
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._list_documents_serialize(
            bank_id=bank_id,
            q=q,
            tags=tags,
            tags_match=tags_match,
            limit=limit,
            offset=offset,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListDocumentsResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    async def list_documents_with_http_info(
        self,
        bank_id: StrictStr,
        q: Annotated[Optional[StrictStr], Field(description="Case-insensitive substring filter on document ID (e.g. 'report' matches 'report-2024')")] = None,
        tags: Annotated[Optional[List[StrictStr]], Field(description="Filter documents by tags")] = None,
        tags_match: Annotated[Optional[StrictStr], Field(description="How to match tags: 'any', 'all', 'any_strict', 'all_strict'")] = None,
        limit: Optional[StrictInt] = None,
        offset: Optional[StrictInt] = None,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[ListDocumentsResponse]:
        """List documents

        List documents with pagination and optional search. Documents are the source content from which memory units are extracted.

        :param bank_id: (required)
        :type bank_id: str
        :param q: Case-insensitive substring filter on document ID (e.g. 'report' matches 'report-2024')
        :type q: str
        :param tags: Filter documents by tags
        :type tags: List[str]
        :param tags_match: How to match tags: 'any', 'all', 'any_strict', 'all_strict'
        :type tags_match: str
        :param limit:
        :type limit: int
        :param offset:
        :type offset: int
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._list_documents_serialize(
            bank_id=bank_id,
            q=q,
            tags=tags,
            tags_match=tags_match,
            limit=limit,
            offset=offset,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListDocumentsResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    async def list_documents_without_preload_content(
        self,
        bank_id: StrictStr,
        q: Annotated[Optional[StrictStr], Field(description="Case-insensitive substring filter on document ID (e.g. 'report' matches 'report-2024')")] = None,
        tags: Annotated[Optional[List[StrictStr]], Field(description="Filter documents by tags")] = None,
        tags_match: Annotated[Optional[StrictStr], Field(description="How to match tags: 'any', 'all', 'any_strict', 'all_strict'")] = None,
        limit: Optional[StrictInt] = None,
        offset: Optional[StrictInt] = None,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """List documents

        List documents with pagination and optional search. Documents are the source content from which memory units are extracted.

        :param bank_id: (required)
        :type bank_id: str
        :param q: Case-insensitive substring filter on document ID (e.g. 'report' matches 'report-2024')
        :type q: str
        :param tags: Filter documents by tags
        :type tags: List[str]
        :param tags_match: How to match tags: 'any', 'all', 'any_strict', 'all_strict'
        :type tags_match: str
        :param limit:
        :type limit: int
        :param offset:
        :type offset: int
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._list_documents_serialize(
            bank_id=bank_id,
            q=q,
            tags=tags,
            tags_match=tags_match,
            limit=limit,
            offset=offset,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ListDocumentsResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _list_documents_serialize(
        self,
        bank_id,
        q,
        tags,
        tags_match,
        limit,
        offset,
        authorization,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
            'tags': 'multi',
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if bank_id is not None:
            _path_params['bank_id'] = bank_id
        # process the query parameters
        if q is not None:
            
            _query_params.append(('q', q))
            
        if tags is not None:
            
            _query_params.append(('tags', tags))
            
        if tags_match is not None:
            
            _query_params.append(('tags_match', tags_match))
            
        if limit is not None:
            
            _query_params.append(('limit', limit))
            
        if offset is not None:
            
            _query_params.append(('offset', offset))
            
        # process the header parameters
        if authorization is not None:
            _header_params['authorization'] = authorization
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='GET',
            resource_path='/v1/default/banks/{bank_id}/documents',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    async def reprocess_document(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ReprocessDocumentResponse:
        """Reprocess document

        Re-run the retain pipeline on an existing document without changing its content. This deletes the existing memory units and re-extracts facts using the current engine configuration. Useful when the LLM model, chunking strategy, or extraction settings have changed.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._reprocess_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ReprocessDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    async def reprocess_document_with_http_info(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[ReprocessDocumentResponse]:
        """Reprocess document

        Re-run the retain pipeline on an existing document without changing its content. This deletes the existing memory units and re-extracts facts using the current engine configuration. Useful when the LLM model, chunking strategy, or extraction settings have changed.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._reprocess_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ReprocessDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    async def reprocess_document_without_preload_content(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Reprocess document

        Re-run the retain pipeline on an existing document without changing its content. This deletes the existing memory units and re-extracts facts using the current engine configuration. Useful when the LLM model, chunking strategy, or extraction settings have changed.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._reprocess_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "ReprocessDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _reprocess_document_serialize(
        self,
        bank_id,
        document_id,
        authorization,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if bank_id is not None:
            _path_params['bank_id'] = bank_id
        if document_id is not None:
            _path_params['document_id'] = document_id
        # process the query parameters
        # process the header parameters
        if authorization is not None:
            _header_params['authorization'] = authorization
        # process the form parameters
        # process the body parameter


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )


        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='POST',
            resource_path='/v1/default/banks/{bank_id}/documents/{document_id}/reprocess',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )




    @validate_call
    async def update_document(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        update_document_request: UpdateDocumentRequest,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> UpdateDocumentResponse:
        """Update document

        Update mutable fields on a document without re-processing its content.  **Tags** (`tags`): Propagated to all associated memory units. Observations derived from those units are invalidated and queued for re-consolidation under the new tags. Co-source memories from other documents that shared those observations are also reset.  At least one field must be provided.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param update_document_request: (required)
        :type update_document_request: UpdateDocumentRequest
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            update_document_request=update_document_request,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "UpdateDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        ).data


    @validate_call
    async def update_document_with_http_info(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        update_document_request: UpdateDocumentRequest,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> ApiResponse[UpdateDocumentResponse]:
        """Update document

        Update mutable fields on a document without re-processing its content.  **Tags** (`tags`): Propagated to all associated memory units. Observations derived from those units are invalidated and queued for re-consolidation under the new tags. Co-source memories from other documents that shared those observations are also reset.  At least one field must be provided.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param update_document_request: (required)
        :type update_document_request: UpdateDocumentRequest
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            update_document_request=update_document_request,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "UpdateDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        await response_data.read()
        return self.api_client.response_deserialize(
            response_data=response_data,
            response_types_map=_response_types_map,
        )


    @validate_call
    async def update_document_without_preload_content(
        self,
        bank_id: StrictStr,
        document_id: StrictStr,
        update_document_request: UpdateDocumentRequest,
        authorization: Optional[StrictStr] = None,
        _request_timeout: Union[
            None,
            Annotated[StrictFloat, Field(gt=0)],
            Tuple[
                Annotated[StrictFloat, Field(gt=0)],
                Annotated[StrictFloat, Field(gt=0)]
            ]
        ] = None,
        _request_auth: Optional[Dict[StrictStr, Any]] = None,
        _content_type: Optional[StrictStr] = None,
        _headers: Optional[Dict[StrictStr, Any]] = None,
        _host_index: Annotated[StrictInt, Field(ge=0, le=0)] = 0,
    ) -> RESTResponseType:
        """Update document

        Update mutable fields on a document without re-processing its content.  **Tags** (`tags`): Propagated to all associated memory units. Observations derived from those units are invalidated and queued for re-consolidation under the new tags. Co-source memories from other documents that shared those observations are also reset.  At least one field must be provided.

        :param bank_id: (required)
        :type bank_id: str
        :param document_id: (required)
        :type document_id: str
        :param update_document_request: (required)
        :type update_document_request: UpdateDocumentRequest
        :param authorization:
        :type authorization: str
        :param _request_timeout: timeout setting for this request. If one
                                 number provided, it will be total request
                                 timeout. It can also be a pair (tuple) of
                                 (connection, read) timeouts.
        :type _request_timeout: int, tuple(int, int), optional
        :param _request_auth: set to override the auth_settings for an a single
                              request; this effectively ignores the
                              authentication in the spec for a single request.
        :type _request_auth: dict, optional
        :param _content_type: force content-type for the request.
        :type _content_type: str, Optional
        :param _headers: set to override the headers for a single
                         request; this effectively ignores the headers
                         in the spec for a single request.
        :type _headers: dict, optional
        :param _host_index: set to override the host_index for a single
                            request; this effectively ignores the host_index
                            in the spec for a single request.
        :type _host_index: int, optional
        :return: Returns the result object.
        """ # noqa: E501

        _param = self._update_document_serialize(
            bank_id=bank_id,
            document_id=document_id,
            update_document_request=update_document_request,
            authorization=authorization,
            _request_auth=_request_auth,
            _content_type=_content_type,
            _headers=_headers,
            _host_index=_host_index
        )

        _response_types_map: Dict[str, Optional[str]] = {
            '200': "UpdateDocumentResponse",
            '422': "HTTPValidationError",
        }
        response_data = await self.api_client.call_api(
            *_param,
            _request_timeout=_request_timeout
        )
        return response_data.response


    def _update_document_serialize(
        self,
        bank_id,
        document_id,
        update_document_request,
        authorization,
        _request_auth,
        _content_type,
        _headers,
        _host_index,
    ) -> RequestSerialized:

        _host = None

        _collection_formats: Dict[str, str] = {
        }

        _path_params: Dict[str, str] = {}
        _query_params: List[Tuple[str, str]] = []
        _header_params: Dict[str, Optional[str]] = _headers or {}
        _form_params: List[Tuple[str, str]] = []
        _files: Dict[
            str, Union[str, bytes, List[str], List[bytes], List[Tuple[str, bytes]]]
        ] = {}
        _body_params: Optional[bytes] = None

        # process the path parameters
        if bank_id is not None:
            _path_params['bank_id'] = bank_id
        if document_id is not None:
            _path_params['document_id'] = document_id
        # process the query parameters
        # process the header parameters
        if authorization is not None:
            _header_params['authorization'] = authorization
        # process the form parameters
        # process the body parameter
        if update_document_request is not None:
            _body_params = update_document_request


        # set the HTTP header `Accept`
        if 'Accept' not in _header_params:
            _header_params['Accept'] = self.api_client.select_header_accept(
                [
                    'application/json'
                ]
            )

        # set the HTTP header `Content-Type`
        if _content_type:
            _header_params['Content-Type'] = _content_type
        else:
            _default_content_type = (
                self.api_client.select_header_content_type(
                    [
                        'application/json'
                    ]
                )
            )
            if _default_content_type is not None:
                _header_params['Content-Type'] = _default_content_type

        # authentication setting
        _auth_settings: List[str] = [
        ]

        return self.api_client.param_serialize(
            method='PATCH',
            resource_path='/v1/default/banks/{bank_id}/documents/{document_id}',
            path_params=_path_params,
            query_params=_query_params,
            header_params=_header_params,
            body=_body_params,
            post_params=_form_params,
            files=_files,
            auth_settings=_auth_settings,
            collection_formats=_collection_formats,
            _host=_host,
            _request_auth=_request_auth
        )


