# 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, StrictBytes, StrictStr from typing import List, Optional, Tuple, Union from typing_extensions import Annotated from hindsight_client_api.models.file_retain_response import FileRetainResponse 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 FilesApi: """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 file_retain( self, bank_id: StrictStr, files: Annotated[List[Union[StrictBytes, StrictStr, Tuple[StrictStr, StrictBytes]]], Field(description="Files to upload and convert")], request: Annotated[StrictStr, Field(description="JSON string with FileRetainRequest model")], 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, ) -> FileRetainResponse: """Convert files to memories Upload files (PDF, DOCX, etc.), convert them to markdown, and retain as memories. This endpoint handles file upload, conversion, and memory creation in a single operation. **Features:** - Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription) - Automatic file-to-markdown conversion using pluggable parsers - Files stored in object storage (PostgreSQL by default, S3 for production) - Each file becomes a separate document with optional metadata/tags - Always processes asynchronously — returns operation IDs immediately **The system automatically:** 1. Stores uploaded files in object storage 2. Converts files to markdown 3. Creates document records with file metadata 4. Extracts facts and creates memory units (same as regular retain) Use the operations endpoint to monitor progress. **Request format:** multipart/form-data with: - `files`: One or more files to upload - `request`: JSON string with FileRetainRequest model **Parser selection:** - Set `parser` in the request body to override the server default for all files. - Set `parser` inside a `files_metadata` entry for per-file control. - Pass a list (e.g. `['iris', 'markitdown']`) to define an ordered fallback chain — each parser is tried in sequence until one succeeds. - Falls back to the server default (`HINDSIGHT_API_FILE_PARSER`) if not specified. - Only parsers enabled on the server may be requested; others return HTTP 400. :param bank_id: (required) :type bank_id: str :param files: Files to upload and convert (required) :type files: List[bytearray] :param request: JSON string with FileRetainRequest model (required) :type request: 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._file_retain_serialize( bank_id=bank_id, files=files, request=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': "FileRetainResponse", '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 file_retain_with_http_info( self, bank_id: StrictStr, files: Annotated[List[Union[StrictBytes, StrictStr, Tuple[StrictStr, StrictBytes]]], Field(description="Files to upload and convert")], request: Annotated[StrictStr, Field(description="JSON string with FileRetainRequest model")], 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[FileRetainResponse]: """Convert files to memories Upload files (PDF, DOCX, etc.), convert them to markdown, and retain as memories. This endpoint handles file upload, conversion, and memory creation in a single operation. **Features:** - Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription) - Automatic file-to-markdown conversion using pluggable parsers - Files stored in object storage (PostgreSQL by default, S3 for production) - Each file becomes a separate document with optional metadata/tags - Always processes asynchronously — returns operation IDs immediately **The system automatically:** 1. Stores uploaded files in object storage 2. Converts files to markdown 3. Creates document records with file metadata 4. Extracts facts and creates memory units (same as regular retain) Use the operations endpoint to monitor progress. **Request format:** multipart/form-data with: - `files`: One or more files to upload - `request`: JSON string with FileRetainRequest model **Parser selection:** - Set `parser` in the request body to override the server default for all files. - Set `parser` inside a `files_metadata` entry for per-file control. - Pass a list (e.g. `['iris', 'markitdown']`) to define an ordered fallback chain — each parser is tried in sequence until one succeeds. - Falls back to the server default (`HINDSIGHT_API_FILE_PARSER`) if not specified. - Only parsers enabled on the server may be requested; others return HTTP 400. :param bank_id: (required) :type bank_id: str :param files: Files to upload and convert (required) :type files: List[bytearray] :param request: JSON string with FileRetainRequest model (required) :type request: 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._file_retain_serialize( bank_id=bank_id, files=files, request=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': "FileRetainResponse", '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 file_retain_without_preload_content( self, bank_id: StrictStr, files: Annotated[List[Union[StrictBytes, StrictStr, Tuple[StrictStr, StrictBytes]]], Field(description="Files to upload and convert")], request: Annotated[StrictStr, Field(description="JSON string with FileRetainRequest model")], 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: """Convert files to memories Upload files (PDF, DOCX, etc.), convert them to markdown, and retain as memories. This endpoint handles file upload, conversion, and memory creation in a single operation. **Features:** - Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription) - Automatic file-to-markdown conversion using pluggable parsers - Files stored in object storage (PostgreSQL by default, S3 for production) - Each file becomes a separate document with optional metadata/tags - Always processes asynchronously — returns operation IDs immediately **The system automatically:** 1. Stores uploaded files in object storage 2. Converts files to markdown 3. Creates document records with file metadata 4. Extracts facts and creates memory units (same as regular retain) Use the operations endpoint to monitor progress. **Request format:** multipart/form-data with: - `files`: One or more files to upload - `request`: JSON string with FileRetainRequest model **Parser selection:** - Set `parser` in the request body to override the server default for all files. - Set `parser` inside a `files_metadata` entry for per-file control. - Pass a list (e.g. `['iris', 'markitdown']`) to define an ordered fallback chain — each parser is tried in sequence until one succeeds. - Falls back to the server default (`HINDSIGHT_API_FILE_PARSER`) if not specified. - Only parsers enabled on the server may be requested; others return HTTP 400. :param bank_id: (required) :type bank_id: str :param files: Files to upload and convert (required) :type files: List[bytearray] :param request: JSON string with FileRetainRequest model (required) :type request: 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._file_retain_serialize( bank_id=bank_id, files=files, request=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': "FileRetainResponse", '422': "HTTPValidationError", } response_data = await self.api_client.call_api( *_param, _request_timeout=_request_timeout ) return response_data.response def _file_retain_serialize( self, bank_id, files, request, authorization, _request_auth, _content_type, _headers, _host_index, ) -> RequestSerialized: _host = None _collection_formats: Dict[str, str] = { 'files': 'csv', } _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 # process the header parameters if authorization is not None: _header_params['authorization'] = authorization # process the form parameters if files is not None: _files['files'] = files if request is not None: _form_params.append(('request', request)) # 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' ] ) # 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( [ 'multipart/form-data' ] ) ) 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='POST', resource_path='/v1/default/banks/{bank_id}/files/retain', 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 )