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ne object to use.
from_pipeline
https://gradio.app/docs/gradio/interface
Gradio - Interface 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....
integrate
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
e%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%20392...
integrate
https://gradio.app/docs/gradio/interface
Gradio - Interface Docs
wandb: ModuleType | 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
Gradio - Interface 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
Gradio - Interface 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
Gradio - Interface 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
Gradio - Interface 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
Gradio - Interface Docs
Used to render arbitrary Markdown output. Can also render latex enclosed by dollar signs as well as code blocks with syntax highlighting. Supported languages are bash, c, cpp, go, java, javascript, json, php, python, rust, sql, and yaml. As this component does not accept user input, it is rarely used as an input compon...
Description
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
**Using Markdown as an input component.** How Markdown will pass its value to your function: Type: `str | None` Passes the `str` of Markdown corresponding to the displayed value. Example Code import gradio as gr def predict( value: str | None ): ...
Behavior
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
Parameters ▼ value: str | I18nData | Callable | None default `= None` Value to show in Markdown component. 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 default `= None` This par...
Initialization
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
If False, component will be hidden. If "hidden", component will be visually hidden and not take up space in the layout but still exist in the DOM 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...
Initialization
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
nored. header_links: bool default `= False` If True, will automatically create anchors for headings, displaying a link icon on hover. height: int | str | None default `= None` The height of the component, specified in pixels if a number is passed, or in CSS units if a string is passe...
Initialization
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
Shortcuts gradio.Markdown Interface String Shortcut `"markdown"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
blocks_helloblocks_kinematics
Demos
https://gradio.app/docs/gradio/markdown
Gradio - Markdown 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 Markdown component supports the followi...
Event Listeners
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
et[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 None. If set to a string, the...
Event Listeners
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
pp. 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 *required* to return a tuple of lists...
Event Listeners
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
fter 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. concurrency_limit: in...
Event Listeners
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
nal 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()` for each input value.
Event Listeners
https://gradio.app/docs/gradio/markdown
Gradio - Markdown Docs
Creates a navigation bar component for multipage Gradio apps. The navbar component allows customizing the appearance of the navbar for that page. Only one Navbar component can exist per page in a Blocks app, and it can be placed anywhere within the page. The Navbar component is designed to control the appearance of t...
Description
https://gradio.app/docs/gradio/navbar
Gradio - Navbar Docs
**Using Navbar as an input component.** How Navbar will pass its value to your function: Type: `list[tuple[str, str]] | None` The preprocessed input data sent to the user's function in the backend. Example Code import gradio as gr def predict( value: list[tuple[s...
Behavior
https://gradio.app/docs/gradio/navbar
Gradio - Navbar Docs
Parameters ▼ value: list[tuple[str, str]] | None default `= None` If a list of tuples of (page_name, page_path) are provided, these additional pages will be added to the navbar alongside the existing pages defined in the Blocks app. The page_path can be either a relative path for internal Gradio app p...
Initialization
https://gradio.app/docs/gradio/navbar
Gradio - Navbar Docs
Shortcuts gradio.Navbar Interface String Shortcut `"navbar"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/navbar
Gradio - Navbar 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 Navbar component supports the following...
Event Listeners
https://gradio.app/docs/gradio/navbar
Gradio - Navbar Docs
the API docs. Can be a string or None. If set to a string, the endpoint will be exposed in the API docs with the given name. If None (default), the name of the function will be used as the API endpoint. api_description: str | None | Literal[False] default `= None` Description of the API endpoint. Can...
Event Listeners
https://gradio.app/docs/gradio/navbar
Gradio - Navbar Docs
e`). The function is then *required* to return a tuple of lists (even if there is only 1 output component), with each list in the tuple corresponding to one output component. max_batch_size: int default `= 4` Maximum number of inputs to batch together if this is called from the queue (only relevant if...
Event Listeners
https://gradio.app/docs/gradio/navbar
Gradio - Navbar Docs
es for output components. concurrency_limit: int | None | Literal['default'] default `= "default"` If set, this is the maximum number of this event that can be running simultaneously. Can be set to None to mean no concurrency_limit (any number of this event can be running simultaneously). Set to "defa...
Event Listeners
https://gradio.app/docs/gradio/navbar
Gradio - Navbar Docs
and should return a `gr.validate()` for each input value. [Multipage Apps](../../guides/multipage-apps/)
Event Listeners
https://gradio.app/docs/gradio/navbar
Gradio - Navbar Docs
The gr.DeletedFileData class is a subclass of gr.EventData that specifically carries information about the `.delete()` event. When gr.DeletedFileData is added as a type hint to an argument of an event listener method, a gr.DeletedFileData object will automatically be passed as the value of that argument. The attributes...
Description
https://gradio.app/docs/gradio/deletedfiledata
Gradio - Deletedfiledata Docs
import gradio as gr def test(delete_data: gr.DeletedFileData): return delete_data.file.path with gr.Blocks() as demo: files = gr.File(file_count="multiple") deleted_file = gr.File() files.delete(test, None, deleted_file) demo.launch()
Example Usage
https://gradio.app/docs/gradio/deletedfiledata
Gradio - Deletedfiledata Docs
Parameters ▼ file: FileData The file that was deleted, as a FileData object. The str path to the file can be retrieved with the .path attribute.
Attributes
https://gradio.app/docs/gradio/deletedfiledata
Gradio - Deletedfiledata Docs
file_component_events
Demos
https://gradio.app/docs/gradio/deletedfiledata
Gradio - Deletedfiledata Docs
Creates a chatbot that displays user-submitted messages and responses. Supports a subset of Markdown including bold, italics, code, tables. Also supports audio/video/image files, which are displayed in the Chatbot, and other kinds of files which are displayed as links. This component is usually used as an output compon...
Description
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
The Chatbot component accepts a list of messages, where each message is a dictionary with `role` and `content` keys. This format is compatible with the message format expected by most LLM APIs (OpenAI, Claude, HuggingChat, etc.), making it easy to pipe model outputs directly into the component. The `role` key should b...
Behavior
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
Parameters ▼ value: list[MessageDict | Message] | Callable | None default `= None` Default list of messages to show in chatbot, where each message is of the format {"role": "user", "content": "Help me."}. Role can be one of "user", "assistant", or "system". Content should be either text, or media pass...
Initialization
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
ide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_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 tha...
Initialization
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
parameters from this component's constructor. Inside a gr.render() function, if a component 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/chatbot
Gradio - Chatbot Docs
pen delimiter (str), "right": close delimiter (str), "display": whether to display in newline (bool)} that will be used to render LaTeX expressions. If not provided, `latex_delimiters` is set to `[{ "left": "$$", "right": "$$", "display": True }]`, so only expressions enclosed in $$ delimiters will be rendered as LaTeX...
Initialization
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
rder). Pass None for either the user or bot image to skip. Must be within the working directory of the Gradio app or an external URL. sanitize_html: bool default `= True` If False, will disable HTML sanitization for chatbot messages. This is not recommended, as it can lead to security vulnerabilities....
Initialization
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
ered vertically and horizontally in the Chatbot. Supports Markdown and HTML. If None, no placeholder is displayed. examples: list[ExampleMessage] | None default `= None` A list of example messages to display in the chatbot before any user/assistant messages are shown. Each example should be a dictiona...
Initialization
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
and displayed in a separate collapsible message with metadata={"title": "Reasoning"}. For example, [("<thinking>", "</thinking>")] will extract content between <thinking> and </thinking> tags. Each thinking block will be displayed as a separate collapsible message before the main response. If None (default), no automat...
Initialization
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
Shortcuts gradio.Chatbot Interface String Shortcut `"chatbot"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
**Displaying Thoughts/Tool Usage** You can provide additional metadata regarding any tools used to generate the response. This is useful for displaying the thought process of LLM agents. For example, def generate_response(history): history.append( ChatMessage(role="assistant", ...
Examples
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
deo("https://github.com/gradio-app/gradio/raw/main/gradio/media_assets/videos/world.mp4")} ] with gr.Blocks() as demo: chatbot = gr.Chatbot() button = gr.Button("Load audio and video") button.click(load, None, chatbot) demo.launch()
Examples
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
chatbot_simplechatbot_streamingchatbot_with_toolschatbot_core_components
Demos
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot 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 Chatbot component supports the followin...
Event Listeners
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
s event has SelectData of type gradio.SelectData that carries information, accessible through SelectData.index and SelectData.value. See SelectData documentation on how to use this event data. Chatbot.option_select(fn, ···) This listener is triggered when the user clicks on an option from within the Cha...
Event Listeners
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
ckContext] | 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 None. If set to...
Event Listeners
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
f 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 *required* to return a ...
Event Listeners
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
d 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. concurr...
Event Listeners
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
= 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()` for each inpu...
Event Listeners
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
Helper Classes
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
gradio.ChatMessage(···) Description A dataclass that represents a message in the Chatbot component (with type="messages"). The only required field is `content`. The value of `gr.Chatbot` is a list of these dataclasses. Parameters ▼ content: MessageContent | list[MessageContent] The content of the me...
ChatMessage
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
A typed dictionary to represent metadata for a message in the Chatbot component. An instance of this dictionary is used for the `metadata` field in a ChatMessage when the chat message should be displayed as a thought. Keys ▼ title: str The title of the 'thought' message. Only required field. ...
MetadataDict
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot Docs
A typed dictionary to represent an option in a ChatMessage. A list of these dictionaries is used for the `options` field in a ChatMessage. Keys ▼ value: str The value to return when the option is selected. label: str The text to display in the option, if different from the value. [Ch...
OptionDict
https://gradio.app/docs/gradio/chatbot
Gradio - Chatbot 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
The gr.CopyData class is a subclass of gr.EventData that specifically carries information about the `.copy()` event. When gr.CopyData is added as a type hint to an argument of an event listener method, a gr.CopyData object will automatically be passed as the value of that argument. The attributes of this object contain...
Description
https://gradio.app/docs/gradio/copydata
Gradio - Copydata Docs
import gradio as gr def on_copy(copy_data: gr.CopyData): return f"Copied text: {copy_data.value}" with gr.Blocks() as demo: textbox = gr.Textbox("Hello World!") copied = gr.Textbox() textbox.copy(on_copy, None, copied) demo.launch()
Example Usage
https://gradio.app/docs/gradio/copydata
Gradio - Copydata Docs
Parameters ▼ value: Any The value that was copied.
Attributes
https://gradio.app/docs/gradio/copydata
Gradio - Copydata Docs
Used to create an upload button, when clicked allows a user to upload files that satisfy the specified file type or generic files (if file_type not set).
Description
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
**Using UploadButton as an input component.** How UploadButton will pass its value to your function: Type: `bytes | str | list[bytes] | list[str] | None` Passes the file as a `str` or `bytes` object, or a list of `str` or list of `bytes` objects, depending on `type` and `file_count`. Example Code ...
Behavior
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
Parameters ▼ label: str default `= "Upload a File"` Text to display on the button. Defaults to "Upload a File". value: str | I18nData | list[str] | Callable | None default `= None` File or list of files to upload by default. every: Timer | float | None default `= Non...
Initialization
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
idth: int | None default `= None` 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 default `= True` If False, the U...
Initialization
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
h the same base name as the uploaded file, whose full path can be retrieved by file_obj.name, "binary" returns an bytes object. file_count: Literal['single', 'multiple', 'directory'] default `= "single"` if single, allows user to upload one file. If "multiple", user uploads multiple files. If "directo...
Initialization
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
Shortcuts gradio.UploadButton Interface String Shortcut `"uploadbutton"` Initialization Uses default values
Shortcuts
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
upload_and_downloadupload_button
Demos
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton 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 UploadButton component supports the fol...
Event Listeners
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
docs with the given name. If None (default), the name of the function will be used as the API endpoint. api_description: str | None | Literal[False] default `= None` Description of the API endpoint. Can be a string, None, or False. If set to a string, the endpoint will be exposed in the API docs with ...
Event Listeners
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
onent), with each list in the tuple corresponding to one output component. max_batch_size: int default `= 4` Maximum number of inputs to batch together if this is called from the queue (only relevant if batch=True) preprocess: bool default `= True` If False, will not run preprocessin...
Event Listeners
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
t `= "default"` If set, this is the maximum number of this event that can be running simultaneously. Can be set to None to mean no concurrency_limit (any number of this event can be running simultaneously). Set to "default" to use the default concurrency limit (defined by the `default_concurrency_limit` parameter in `...
Event Listeners
https://gradio.app/docs/gradio/uploadbutton
Gradio - Uploadbutton Docs
Interface is Gradio's main high-level class, and allows you to create a web-based GUI / demo around a machine learning model (or any Python function) in a few lines of code. You must specify three parameters: (1) the function to create a GUI for (2) the desired input components and (3) the desired output components. Ad...
Description
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
import gradio as gr def image_classifier(inp): return {'cat': 0.3, 'dog': 0.7} demo = gr.Interface(fn=image_classifier, inputs="image", outputs="label") demo.launch()
Example Usage
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
Parameters ▼ fn: Callable the function to wrap an interface around. Often a machine learning model's prediction function. Each parameter of the 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 t...
Initialization
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
If True, caches examples in the server for fast runtime in examples. If "lazy", then examples are cached (for all users of the app) after their first use (by any user of the app). If None, will use the GRADIO_CACHE_EXAMPLES environment variable, which should be either "true" or "false". In HuggingFace Spaces, this pa...
Initialization
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
tically rerun if any of the inputs change. title: str | I18nData | None default `= None` a title for the interface; if provided, appears above the input and output components in large font. Also used as the tab title when opened in a browser window. description: str | None default `= ...
Initialization
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
s ["X", "Y"], in which case the values will be the list of strings and the labels will ["Flag as X", "Flag as Y"], etc. flagging_dir: str default `= ".gradio/flagged"` path to the directory where flagged data is stored. If the directory does not exist, it will be created. flagging_call...
Initialization
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
None` defines how the prediction endpoint appears in the API docs. Can be a string or None. If set to a string, the endpoint will be exposed in the API docs with the given name. If None, the name of the function will be used. api_description: str | None | Literal[False] default `= None` Description ...
Initialization
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
an be provided as well to configure other properties of the container holding the additional inputs. Defaults to a `gr.Accordion(label="Additional Inputs", open=False)`. This parameter is only used if `additional_inputs` is provided. submit_btn: str | Button default `= "Submit"` the button to use for ...
Initialization
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
'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, "minimal" only shows the runtime display, "hidden" shows no progress animation at all ...
Initialization
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
hello_worldhello_world_2hello_world_3
Demos
https://gradio.app/docs/gradio/interface#interface-queue
Gradio - Interface#Interface Queue Docs
Methods
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....
launch
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c!--!%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%...
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2'%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%2...
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pp inline in an iframe. Defaults to True in python notebooks; False otherwise. inbrowser: bool default `= False` whether to automatically launch the gradio app in a new tab on the default browser. share: bool | None default `= None` whether to create a publicly shareable link for the...
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Gradio - Interface#Interface Queue Docs
an alert modal and printed in the browser console log. They will also be displayed in the alert modal of downstream apps that gr.load() this app. server_name: str | None default `= None` to make app accessible on local network, set this to "0.0.0.0". Can be set by environment variable GRADIO_SERVER_NA...
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inks: list[Literal['api', 'gradio', 'settings'] | dict[str, str]] | None default `= None` The links to display in the footer of the app. Accepts a list, where each element of the list must be one of "api", "gradio", or "settings" corresponding to the API docs, "built with Gradio", and settings pages respectively. If ...
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be set by environment variable GRADIO_ROOT_PATH. Defaults to "". app_kwargs: dict[str, Any] | None default `= None` Additional keyword arguments to pass to the underlying FastAPI app as a dictionary of parameter keys and argument values. For example, `{"docs_url": "/docs"}` state_sessi...
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] | None default `= None` A function that takes a FastAPI request and returns a string user ID or None. If the function returns None for a specific request, that user is not authorized to access the app (they will see a 401 Unauthorized response). To be used with external authentication systems like OAuth. Cannot be ...
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vironment variable or default to False. pwa: bool | None default `= None` If True, the Gradio app will be set up as an installable PWA (Progressive Web App). If set to None (default behavior), then the PWA feature will be enabled if this Gradio app is launched on Spaces, but not otherwise. ...
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ly be executed when the page loads. For more flexibility, use the head parameter to insert js inside <script> tags. head: str | None default `= None` Custom html code to insert into the head of the demo webpage. This can be used to add custom meta tags, multiple scripts, stylesheets, etc. to the page....
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![](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....
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%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%203...
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prediction function. Each parameter of the 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[Compo...
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shows the runtime display, "hidden" shows 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. que...
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ponents .click method. Functions that have 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 `.c...
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nted" (hidden from API docs but callable 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...
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