Synchronous Client

A synchronous client for the deepset Cloud API.

Module files

Sync client for files workflow.

upload

def upload(paths: List[Path],
           api_key: Optional[str] = None,
           api_url: Optional[str] = None,
           workspace_name: str = DEFAULT_WORKSPACE_NAME,
           write_mode: WriteMode = WriteMode.KEEP,
           blocking: bool = True,
           timeout_s: Optional[int] = None,
           show_progress: bool = True,
           recursive: bool = False,
           desired_file_types: Optional[List[str]] = None) -> S3UploadSummary

Upload a folder to deepset Cloud.

Arguments:

paths: Path to the folder to upload. If the folder contains unsupported file types, they're skipped.
deepset Cloud supports csv, docx, html, json, md, txt, pdf, pptx, xlsx, xml.
api_key: deepset Cloud API key to use for authentication.
api_url: API URL to use for authentication.
workspace_name: Name of the workspace to upload the files to. It uses the workspace from the .ENV file by default.
write_mode: Specifies what to do when a file with the same name already exists in the workspace.
Possible options are:
KEEP - uploads the file with the same name and keeps both files in the workspace.
OVERWRITE - overwrites the file that is in the workspace.
FAIL - fails to upload the file with the same name.
blocking: Whether to wait for the files to be uploaded and displayed in deepset Cloud.
timeout_s: Timeout in seconds for the blocking parameter.
show_progress: Shows the upload progress.
recursive: Uploads files from subfolders as well.
desired_file_types: A list of allowed file types to upload, defaults to ".txt, .pdf".

download

def download(workspace_name: str = DEFAULT_WORKSPACE_NAME,
             file_dir: Optional[Union[Path, str]] = None,
             name: Optional[str] = None,
             content: Optional[str] = None,
             odata_filter: Optional[str] = None,
             include_meta: bool = True,
             batch_size: int = 50,
             api_key: Optional[str] = None,
             api_url: Optional[str] = None,
             show_progress: bool = True,
             timeout_s: Optional[int] = None) -> None

Download a folder to deepset Cloud.

Downloads all files from a workspace to a local folder.

Arguments:

workspace_name: Name of the workspace to upload the files to. It uses the workspace from the .ENV file by default.
file_dir: Path to the folder to download.
name: Name of the file to odata_filter by.
content: Content of a file to odata_filter by.
odata_filter: odata_filter by file meta data.
include_meta: Whether to include the file meta in the folder.
batch_size: Batch size for the listing.
api_key: API key to use for authentication.
api_url: API URL to use for authentication.
show_progress: Shows the upload progress.
timeout_s: Timeout in seconds for the API requests.

upload_texts

def upload_texts(files: List[DeepsetCloudFile],
                 api_key: Optional[str] = None,
                 api_url: Optional[str] = None,
                 workspace_name: str = DEFAULT_WORKSPACE_NAME,
                 write_mode: WriteMode = WriteMode.KEEP,
                 blocking: bool = True,
                 timeout_s: Optional[int] = None,
                 show_progress: bool = True) -> S3UploadSummary

Upload texts to deepset Cloud.

Arguments:

files: List of DeepsetCloudFiles to upload.
api_key: deepset Cloud API key to use for authentication.
api_url: API URL to use for authentication.
workspace_name: Name of the workspace to upload the files to. It uses the workspace from the .ENV file by default.
write_mode: Specifies what to do when a file with the same name already exists in the workspace.
Possible options are:
KEEP - uploads the file with the same name and keeps both files in the workspace.
OVERWRITE - overwrites the file that is in the workspace.
FAIL - fails to upload the file with the same name.
blocking: Whether to wait for the files to be uploaded and listed in deepset Cloud.
timeout_s: Timeout in seconds for the blocking parameter.
show_progress: Shows the upload progress.

upload_bytes

def upload_bytes(files: List[DeepsetCloudFileBytes],
                 api_key: Optional[str] = None,
                 api_url: Optional[str] = None,
                 workspace_name: str = DEFAULT_WORKSPACE_NAME,
                 write_mode: WriteMode = WriteMode.KEEP,
                 blocking: bool = True,
                 timeout_s: Optional[int] = None,
                 show_progress: bool = True) -> S3UploadSummary

Upload any supported file types to deepset Cloud. These include .csv, .docx, .html, .json, .md, .txt, .pdf, .pptx, .xlsx and .xml.

Arguments:

files: List of DeepsetCloudFilesBytes to upload.
api_key: deepset Cloud API key to use for authentication.
api_url: API URL to use for authentication.
workspace_name: Name of the workspace to upload the files to. It uses the workspace from the .ENV file by default.
write_mode: Specifies what to do when a file with the same name already exists in the workspace.
Possible options are:
KEEP - uploads the file with the same name and keeps both files in the workspace.
OVERWRITE - overwrites the file that is in the workspace.
FAIL - fails to upload the file with the same name.
blocking: Whether to wait for the files to be uploaded and listed in deepset Cloud.
timeout_s: Timeout in seconds for the blocking parameter.
show_progress: Shows the upload progress.

get_upload_session

def get_upload_session(
        session_id: UUID,
        api_key: Optional[str] = None,
        api_url: Optional[str] = None,
        workspace_name: str = DEFAULT_WORKSPACE_NAME) -> UploadSessionStatus

Get the status of an upload session.

Arguments:

session_id: ID of the upload session to get the status for.
api_key: deepset Cloud API key to use for authentication.
api_url: API URL to use for authentication.
workspace_name: Name of the workspace to upload the files to.

list_files

def list_files(
        api_key: Optional[str] = None,
        api_url: Optional[str] = None,
        workspace_name: str = DEFAULT_WORKSPACE_NAME,
        name: Optional[str] = None,
        content: Optional[str] = None,
        odata_filter: Optional[str] = None,
        batch_size: int = 100,
        timeout_s: Optional[int] = None) -> Generator[List[File], None, None]

List files in a deepset Cloud workspace.

Arguments:

api_key: deepset Cloud API key to use for authentication.
api_url: API URL to use for authentication.
workspace_name: Name of the workspace to list the files from. It uses the workspace from the .ENV file by default.
name: Name of the file to odata_filter for.
content: Content of the file to odata_filter for.
odata_filter: odata_filter to apply to the file list.
For example, odata_filter="category eq 'news'" lists files with metadata {"meta": {"category": "news"}}.
batch_size: Batch size to use for the file list.
timeout_s: Timeout in seconds for the API requests.

list_upload_sessions

def list_upload_sessions(
    api_key: Optional[str] = None,
    api_url: Optional[str] = None,
    workspace_name: str = DEFAULT_WORKSPACE_NAME,
    is_expired: Optional[bool] = False,
    batch_size: int = 100,
    timeout_s: Optional[int] = None
) -> Generator[List[UploadSessionDetail], None, None]

List the details of all upload sessions, including the closed ones.

Arguments:

api_key: deepset Cloud API key to use for authentication.
api_url: API URL to use for authentication.
workspace_name: Name of the workspace whose sessions you want to list. It uses the workspace from the .ENV file by default.
is_expired: Lists expired sessions.
batch_size: Batch size to use for the session list.
timeout_s: Timeout in seconds for the API request.