text
stringlengths
0
2k
heading1
stringlengths
3
79
source_page_url
stringclasses
189 values
source_page_title
stringclasses
189 values
ype | None default `= None` If the wandb module is provided, will integrate with it and appear on WandB dashboard mlflow: ModuleType | None default `= None` If the mlflow module is provided, will integrate with the experiment and appear on ML Flow dashboard
integrate
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
queue
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%2...
queue
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
ro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318.3L391.3%20319.9C381%...
queue
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
send status at regular intervals set by this parameter as the number of seconds. api_open: bool | None default `= None` If True, the REST routes of the backend will be open, allowing requests made directly to those endpoints to skip the queue. max_size: int | None default `= None` T...
queue
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
Creates a textarea for user to enter string input or display string output.
Description
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
**Using Textbox as an input component.** How Textbox will pass its value to your function: Type: `str | None` Passes text value as a `str` into the function. Example Code import gradio as gr def predict( value: str | None ): process value from...
Behavior
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
Parameters ▼ value: str | I18nData | Callable | None default `= None` text to show in textbox. If a function is provided, the function will be called each time the app loads to set the initial value of this component. type: Literal['text', 'password', 'email'] default `= "text"` The ...
Initialization
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
e regular interval for the reset Timer. inputs: Component | list[Component] | set[Component] | None default `= None` components that are used as inputs to calculate `value` if `value` is a function (has no effect otherwise). `value` is recalculated any time the inputs change. show_labe...
Initialization
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
targeting CSS styles. autofocus: bool default `= False` If True, will focus on the textbox when the page loads. Use this carefully, as it can cause usability issues for sighted and non-sighted users. autoscroll: bool default `= True` If True, will automatically scroll to the bottom o...
Initialization
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
True. Can only be changed if `type` is "text". rtl: bool default `= False` If True and `type` is "text", sets the direction of the text to right-to-left (cursor appears on the left of the text). Default is False, which renders cursor on the right. buttons: list[Literal['copy'] | Button...
Initialization
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
InputHTMLAttributes(autocorrect="off", spellcheck=False) to disable autocorrect and spellcheck.
Initialization
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
Shortcuts gradio.Textbox Interface String Shortcut `"textbox"` Initialization Uses default values gradio.TextArea Interface String Shortcut `"textarea"` Initialization Uses lines=7
Shortcuts
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
Multi-line text input By default, `gr.Textbox` renders as a single-line input. For longer text such as paragraphs or code, set `lines` to show multiple rows and optionally `max_lines` to cap the height: import gradio as gr def summarize(text): return f"Received {len(text.split())} words...
Common Patterns
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
hello_worlddiff_textssentence_builder
Demos
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The Textbox component supports the followin...
Event Listeners
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
t data gradio.CopyData to carry information about the copied content. See EventData documentation on how to use this event data Event Parameters Parameters ▼ fn: Callable | None | Literal['decorator'] default `= "decorator"` the function to call when this event is triggered. Often a machine learning...
Event Listeners
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
True, will scroll to output component on completion show_progress: Literal['full', 'minimal', 'hidden'] default `= "full"` how to show the progress animation while event is running: "full" shows a spinner which covers the output component area as well as a runtime display in the upper right corner, "m...
Event Listeners
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
ent data before returning 'fn' output to the browser. cancels: dict[str, Any] | list[dict[str, Any]] | None default `= None` A list of other events to cancel when this listener is triggered. For example, setting cancels=[click_event] will cancel the click_event, where click_event is the return value o...
Event Listeners
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
oncurrency_limit. api_visibility: Literal['public', 'private', 'undocumented'] default `= "public"` controls the visibility and accessibility of this endpoint. Can be "public" (shown in API docs and callable by clients), "private" (hidden from API docs and not callable by the Gradio client libraries),...
Event Listeners
https://gradio.app/docs/gradio/textbox
Gradio - Textbox Docs
Creates a dropdown of choices from which a single entry or multiple entries can be selected (as an input component) or displayed (as an output component).
Description
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
**Using Dropdown as an input component.** How Dropdown will pass its value to your function: Type: `str | int | float | list[str | int | float] | list[int | None] | None` Passes the value of the selected dropdown choice as a `str | int | float` or its index as an `int` into the function, depending on `type`. Or, if ...
Behavior
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
Parameters ▼ choices: list[str | int | float | tuple[str | I18nData, str | int | float]] | None default `= None` a list of string or numeric options to choose from. An option can also be a tuple of the form (name, value), where name is the displayed name of the dropdown choice and value is the value t...
Initialization
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
component if `show_label` is `True` and is also used as the header if there are a table of examples for this component. If None and used in a `gr.Interface`, the label will be the name of the parameter this component corresponds to. info: str | I18nData | None default `= None` additional component des...
Initialization
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
default `= None` if True, choices in this dropdown will be selectable; if False, selection will be disabled. If not provided, this is inferred based on whether the component is used as an input or output. visible: bool | Literal['hidden'] default `= True` If False, component will be hidden. If "hidd...
Initialization
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
Shortcuts gradio.Dropdown Interface String Shortcut `"dropdown"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
sentence_builder
Demos
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The Dropdown component supports the followi...
Event Listeners
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
he function corresponds to one input component, and the function should return a single value or a tuple of values, with each element in the tuple corresponding to one output component. inputs: Component | BlockContext | list[Component | BlockContext] | Set[Component | BlockContext] | None default `= N...
Event Listeners
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
no progress animation at all show_progress_on: Component | list[Component] | None default `= None` Component or list of components to show the progress animation on. If None, will show the progress animation on all of the output components. queue: bool default `= True` If True, will...
Event Listeners
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
e not yet run (or generators that are iterating) will be cancelled, but functions that are currently running will be allowed to finish. trigger_mode: Literal['once', 'multiple', 'always_last'] | None default `= None` If "once" (default for all events except `.change()`) would not allow any submissions...
Event Listeners
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
by clients and via gr.load). If fn is None, api_visibility will automatically be set to "private". time_limit: int | None default `= None` stream_every: float default `= 0.5` key: int | str | tuple[int | str, ...] | None default `= None` A unique key for this event li...
Event Listeners
https://gradio.app/docs/gradio/dropdown
Gradio - Dropdown Docs
The gr.UndoData class is a subclass of gr.Event data that specifically carries information about the `.undo()` event. When gr.UndoData is added as a type hint to an argument of an event listener method, a gr.UndoData object will automatically be passed as the value of that argument. The attributes of this object contai...
Description
https://gradio.app/docs/gradio/undodata
Gradio - Undodata Docs
import gradio as gr def undo(retry_data: gr.UndoData, history: list[gr.MessageDict]): history_up_to_retry = history[:retry_data.index] return history_up_to_retry with gr.Blocks() as demo: chatbot = gr.Chatbot() chatbot.undo(undo, chatbot, chatbot) demo.launch()
Example Usage
https://gradio.app/docs/gradio/undodata
Gradio - Undodata Docs
Parameters ▼ index: int | tuple[int, int] The index of the user message that should be undone. value: Any The value of the user message that should be undone.
Attributes
https://gradio.app/docs/gradio/undodata
Gradio - Undodata Docs
Creates a file explorer component that allows users to browse files on the machine hosting the Gradio app. As an input component, it also allows users to select files to be used as input to a function, while as an output component, it displays selected files.
Description
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
**Using FileExplorer as an input component.** How FileExplorer will pass its value to your function: Type: `list[str] | str | None` Passes the selected file or directory as a `str` path (relative to `root`) or `list[str}` depending on `file_count` Example Code import gradio as gr ...
Behavior
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
Parameters ▼ glob: str default `= "**/*"` The glob-style pattern used to select which files to display, e.g. "*" to match all files, "*.png" to match all .png files, "**/*.txt" to match any .txt file in any subdirectory, etc. The default value matches all files and folders recursively. See the Python ...
Initialization
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
onent. If None and used in a `gr.Interface`, the label will be the name of the parameter this component is assigned to. every: Timer | float | None default `= None` Continuously calls `value` to recalculate it if `value` is a function (has no effect otherwise). Can provide a Timer whose tick resets `v...
Initialization
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
min_height: int | str | None default `= None` interactive: bool | None default `= None` if True, will allow users to select file(s); if False, will only display files. If not provided, this is inferred based on whether the component is used as an input or output. visi...
Initialization
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
buttons: list[Button] | None default `= None` A list of gr.Button() instances to show in the top right corner of the component. Custom buttons will appear in the toolbar with their configured icon and/or label, and clicking them will trigger any .click() events registered on the button.
Initialization
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
Shortcuts gradio.FileExplorer Interface String Shortcut `"fileexplorer"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The FileExplorer component supports the fol...
Event Listeners
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
text] | None default `= None` List of gradio.components to use as inputs. If the function takes no inputs, this should be an empty list. outputs: Component | BlockContext | list[Component | BlockContext] | Set[Component | BlockContext] | None default `= None` List of gradio.components to use as outp...
Event Listeners
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
lt `= True` If True, will place the request on the queue, if the queue has been enabled. If False, will not put this event on the queue, even if the queue has been enabled. If None, will use the queue setting of the gradio app. batch: bool default `= False` If True, then the function should process a...
Event Listeners
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
not allow any submissions while an event is pending. If set to "multiple", unlimited submissions are allowed while pending, and "always_last" (default for `.change()` and `.key_up()` events) would allow a second submission after the pending event is complete. js: str | Literal[True] | None default `= ...
Event Listeners
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
ique key for this event listener to be used in @gr.render(). If set, this value identifies an event as identical across re-renders when the key is identical. validator: Callable | None default `= None` Optional validation function to run before the main function. If provided, this function will be exe...
Event Listeners
https://gradio.app/docs/gradio/fileexplorer
Gradio - Fileexplorer Docs
Group is a layout element within Blocks which groups together children so that they do not have any padding or margin between them.
Description
https://gradio.app/docs/gradio/group
Gradio - Group Docs
with gr.Group(): gr.Textbox(label="First") gr.Textbox(label="Last")
Example Usage
https://gradio.app/docs/gradio/group
Gradio - Group Docs
Parameters ▼ visible: bool | Literal['hidden'] default `= True` If False, group will be hidden. elem_id: str | None default `= None` An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles. elem_classes: li...
Initialization
https://gradio.app/docs/gradio/group
Gradio - Group Docs
A Gradio request object that can be used to access the request headers, cookies, query parameters and other information about the request from within the prediction function. The class is a thin wrapper around the fastapi.Request class. Attributes of this class include: `headers`, `client`, `query_params`, `session_has...
Description
https://gradio.app/docs/gradio/request
Gradio - Request Docs
import gradio as gr def echo(text, request: gr.Request): if request: print("Request headers dictionary:", request.headers) print("IP address:", request.client.host) print("Query parameters:", dict(request.query_params)) print("Session hash:", request.session_h...
Example Usage
https://gradio.app/docs/gradio/request
Gradio - Request Docs
Parameters ▼ request: fastapi.Request | None default `= None` A fastapi.Request username: str | None default `= None` The username of the logged in user (if auth is enabled) session_hash: str | None default `= None` The session hash of the current session. It is uni...
Initialization
https://gradio.app/docs/gradio/request
Gradio - Request Docs
request_ip_headers
Demos
https://gradio.app/docs/gradio/request
Gradio - Request Docs
Creates an image component that can be used to upload images (as an input) or display images (as an output).
Description
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
**Using SimpleImage as an input component.** How SimpleImage will pass its value to your function: Type: `str | None` A `str` containing the path to the image. Example Code import gradio as gr def predict( value: str | None ): process value fr...
Behavior
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
Parameters ▼ value: str | None default `= None` A path or URL for the default value that SimpleImage component is going to take. If a function is provided, the function will be called each time the app loads to set the initial value of this component. label: str | I18nData | None defa...
Initialization
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
ill_height=True. min_width: int default `= 160` minimum pixel width, will wrap if not sufficient screen space to satisfy this value. If a certain scale value results in this Component being narrower than min_width, the min_width parameter will be respected first. interactive: bool | No...
Initialization
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
t is re-rendered with the same key, these (and only these) parameters will be preserved in the UI (if they have been changed by the user or an event listener) instead of re-rendered based on the values provided during constructor.
Initialization
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
Shortcuts gradio.SimpleImage Interface String Shortcut `"simpleimage"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The SimpleImage component supports the foll...
Event Listeners
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
Component | BlockContext] | Set[Component | BlockContext] | None default `= None` List of gradio.components to use as outputs. If the function returns no outputs, this should be an empty list. api_name: str | None default `= None` defines how the endpoint appears in the API docs. Can be a string or ...
Event Listeners
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
queue setting of the gradio app. batch: bool default `= False` If True, then the function should process a batch of inputs, meaning that it should accept a list of input values for each parameter. The lists should be of equal length (and be up to length `max_batch_size`). The function is then *require...
Event Listeners
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
d allow a second submission after the pending event is complete. js: str | Literal[True] | None default `= None` Optional frontend js method to run before running 'fn'. Input arguments for js method are values of 'inputs' and 'outputs', return should be a list of values for output components. ...
Event Listeners
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
None default `= None` Optional validation function to run before the main function. If provided, this function will be executed first with queue=False, and only if it completes successfully will the main function be called. The validator receives the same inputs as the main function and should return a `gr.validate()...
Event Listeners
https://gradio.app/docs/gradio/simpleimage
Gradio - Simpleimage Docs
Creates a slider that ranges from `minimum` to `maximum` with a step size of `step`.
Description
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
**Using Slider as an input component.** How Slider will pass its value to your function: Type: `float` Passes slider value as a `float` into the function. Example Code import gradio as gr def predict( value: float ): process value from the Sli...
Behavior
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
Parameters ▼ minimum: float default `= 0` minimum value for slider. When used as an input, if a user provides a smaller value, a gr.Error exception is raised by the backend. maximum: float default `= 100` maximum value for slider. When used as an input, if a user provides a larger va...
Initialization
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
used as inputs to calculate `value` if `value` is a function (has no effect otherwise). `value` is recalculated any time the inputs change. show_label: bool | None default `= None` if True, will display label. container: bool default `= True` If True, will place the component in a co...
Initialization
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
render: bool default `= True` If False, component will not render be rendered in the Blocks context. Should be used if the intention is to assign event listeners now but render the component later. key: int | str | tuple[int | str, ...] | None default `= None` in a gr.render, Components with ...
Initialization
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
Shortcuts gradio.Slider Interface String Shortcut `"slider"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
Logarithmic scale Sliders are linear by default. For parameters that vary over several orders of magnitude (e.g. learning rate), map the slider value inside your function: import gradio as gr def train(lr_exp): lr = 10 ** lr_exp slider value -5 → lr 0.00001 return f"Training wi...
Common Patterns
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
sentence_builderslider_releaseinterface_random_sliderblocks_random_slider
Demos
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
Description Event listeners allow you to respond to user interactions with the UI components you've defined in a Gradio Blocks app. When a user interacts with an element, such as changing a slider value or uploading an image, a function is called. Supported Event Listeners The Slider component supports the following...
Event Listeners
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
| None default `= None` List of gradio.components to use as outputs. If the function returns no outputs, this should be an empty list. api_name: str | None default `= None` defines how the endpoint appears in the API docs. Can be a string or None. If set to a string, the endpoint will be exposed in ...
Event Listeners
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
ol default `= False` If True, then the function should process a batch of inputs, meaning that it should accept a list of input values for each parameter. The lists should be of equal length (and be up to length `max_batch_size`). The function is then *required* to return a tuple of lists (even if there is only 1 out...
Event Listeners
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
plete. js: str | Literal[True] | None default `= None` Optional frontend js method to run before running 'fn'. Input arguments for js method are values of 'inputs' and 'outputs', return should be a list of values for output components. concurrency_limit: int | None | Literal['default']...
Event Listeners
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
n before the main function. If provided, this function will be executed first with queue=False, and only if it completes successfully will the main function be called. The validator receives the same inputs as the main function and should return a `gr.validate()` for each input value.
Event Listeners
https://gradio.app/docs/gradio/slider
Gradio - Slider Docs
The gr.RetryData class is a subclass of gr.Event data that specifically carries information about the `.retry()` event. When gr.RetryData is added as a type hint to an argument of an event listener method, a gr.RetryData object will automatically be passed as the value of that argument. The attributes of this object co...
Description
https://gradio.app/docs/gradio/retrydata
Gradio - Retrydata Docs
import gradio as gr def retry(retry_data: gr.RetryData, history: list[gr.MessageDict]): history_up_to_retry = history[:retry_data.index] new_response = "" for token in api.chat_completion(history): new_response += token yield history + [new_response] wit...
Example Usage
https://gradio.app/docs/gradio/retrydata
Gradio - Retrydata Docs
Parameters ▼ index: int | tuple[int, int] The index of the user message that should be retried. value: Any The value of the user message that should be retried. [Chatbot Specific Events](../../guides/chatbot-specific-events/)
Attributes
https://gradio.app/docs/gradio/retrydata
Gradio - Retrydata Docs
The FileData class is a subclass of the GradioModel class that represents a file object within a Gradio interface. It is used to store file data and metadata when a file is uploaded.
Description
https://gradio.app/docs/gradio/filedata
Gradio - Filedata Docs
from gradio_client import Client, FileData, handle_file def get_url_on_server(data: FileData): print(data['url']) client = Client("gradio/gif_maker_main", download_files=False) job = client.submit([handle_file("./cheetah.jpg")], api_name="/predict") data = job.result() video: FileD...
Example Usage
https://gradio.app/docs/gradio/filedata
Gradio - Filedata Docs
Parameters ▼ path: str The server file path where the file is stored. url: Optional[str] The normalized server URL pointing to the file. size: Optional[int] The size of the file in bytes. orig_name: Optional[str] The original filename before upload. ...
Attributes
https://gradio.app/docs/gradio/filedata
Gradio - Filedata Docs
Thread-safe cache with manual get/set control, injected as a function parameter (add as a default parameter value and Gradio will inject it automatically). Supports per-session isolation so cached data doesn't leak between users, content-aware hashing for ML types (numpy, PIL, pandas), and LRU eviction with memory limi...
Description
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
import gradio as gr def generate(prompt, c=gr.Cache(per_session=True)): hit = c.get(prompt) if hit is not None: return hit["result"] result = llm(prompt) c.set(prompt, result=result) return result
Example Usage
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
Parameters ▼ max_size: int default `= 128` max_memory: str | int | None default `= None` per_session: bool default `= False`
Initialization
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
Methods
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
get
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20...
get
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
set
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%2039...
set
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
keys
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318....
keys
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
clear
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20318...
clear
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
get
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%20392.4%20...
get
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
![](data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='%23808080'%20viewBox='0%200%20640%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc....
set
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs
3e%3c!--!%20Font%20Awesome%20Pro%206.0.0%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20\(Commercial%20License\)%20Copyright%202022%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M172.5%20131.1C228.1%2075.51%20320.5%2075.51%20376.1%20131.1C426.1%20181.1%20433.5%20260.8%2039...
set
https://gradio.app/docs/gradio/cache-class
Gradio - Cache Class Docs