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Python library for Gradio custom component MultimodalTextbox

Project description


tags: [gradio-custom-component, MultimodalTextbox] title: gradio_neomultimodaltextbox short_description: A gradio custom component colorFrom: blue colorTo: yellow sdk: gradio pinned: false app_file: space.py

gradio_neomultimodaltextbox

PyPI - Version

Python library for Gradio custom component MultimodalTextbox

Installation

pip install gradio_neomultimodaltextbox

Usage

import gradio as gr
from gradio_neomultimodaltextbox import NeoMultimodalTextbox


example = NeoMultimodalTextbox().example_value()


def identity(i):
    return i


with gr.Blocks() as demo:
    box1 = NeoMultimodalTextbox(
        file_count="multiple",
        value={"text": "zouzou", "files": []},
        interactive=False,
    )  # interactive version of your component
    box2 = NeoMultimodalTextbox(
        upload_btn=False, interactive=False, stop_btn=True
    )  # static version of your component
    box1.submit(fn=identity, inputs=box1, outputs=box2)

if __name__ == "__main__":
    demo.launch()

NeoMultimodalTextbox

Initialization

name type default description
value
str | dict[str, str | list] | Callable | None
None Default value to show in NeoMultimodalTextbox. A string value, or a dictionary of the form {"text": "sample text", "files": [{path: "files/file.jpg", orig_name: "file.jpg", url: "http://image_url.jpg", size: 100}]}. If callable, the function will be called whenever the app loads to set the initial value of the component.
file_types
list[str] | None
None List of file extensions or types of files to be uploaded (e.g. ['image', '.json', '.mp4']). "file" allows any file to be uploaded, "image" allows only image files to be uploaded, "audio" allows only audio files to be uploaded, "video" allows only video files to be uploaded, "text" allows only text files to be uploaded.
file_count
Literal["single", "multiple", "directory"]
"single" if single, allows user to upload one file. If "multiple", user uploads multiple files. If "directory", user uploads all files in selected directory. Return type will be list for each file in case of "multiple" or "directory".
lines
int
1 minimum number of line rows to provide in textarea.
max_lines
int
20 maximum number of line rows to provide in textarea.
placeholder
str | None
None placeholder hint to provide behind textarea.
label
str | None
None the label for this component, displayed above the 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 | None
None additional component description, appears below the label in smaller font. Supports markdown / HTML syntax.
every
Timer | float | None
None Continously calls `value` to recalculate it if `value` is a function (has no effect otherwise). Can provide a Timer whose tick resets `value`, or a float that provides the regular interval for the reset Timer.
inputs
Component | Sequence[Component] | set[Component] | None
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_label
bool | None
None if True, will display label.
container
bool
True If True, will place the component in a container - providing some extra padding around the border.
scale
int | None
None relative size compared to adjacent Components. For example if Components A and B are in a Row, and A has scale=2, and B has scale=1, A will be twice as wide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_height=True.
min_width
int
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 | None
True if True, will be rendered as an editable textbox; if False, editing will be disabled. If not provided, this is inferred based on whether the component is used as an input or output.
visible
bool
True If False, component will be hidden.
elem_id
str | None
None An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles.
autofocus
bool
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
True If True, will automatically scroll to the bottom of the textbox when the value changes, unless the user scrolls up. If False, will not scroll to the bottom of the textbox when the value changes.
elem_classes
list[str] | str | None
None An optional list of strings that are assigned as the classes of this component in the HTML DOM. Can be used for targeting CSS styles.
render
bool
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 | None
None if assigned, will be used to assume identity across a re-render. Components that have the same key across a re-render will have their value preserved.
text_align
Literal["left", "right"] | None
None How to align the text in the textbox, can be: "left", "right", or None (default). If None, the alignment is left if `rtl` is False, or right if `rtl` is True. Can only be changed if `type` is "text".
rtl
bool
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.
upload_btn
str | bool | None
True None
submit_btn
str | bool | None
True If False, will not show a submit button. If a string, will use that string as the submit button text.
stop_btn
str | bool | None
False If True, will show a stop button (useful for streaming demos). If a string, will use that string as the stop button text.
loading_message
str
"... Loading files ..." None

Events

name description
change Triggered when the value of the NeoMultimodalTextbox changes either because of user input (e.g. a user types in a textbox) OR because of a function update (e.g. an image receives a value from the output of an event trigger). See .input() for a listener that is only triggered by user input.
input This listener is triggered when the user changes the value of the NeoMultimodalTextbox.
select Event listener for when the user selects or deselects the NeoMultimodalTextbox. Uses event data gradio.SelectData to carry value referring to the label of the NeoMultimodalTextbox, and selected to refer to state of the NeoMultimodalTextbox. See EventData documentation on how to use this event data
submit This listener is triggered when the user presses the Enter key while the NeoMultimodalTextbox is focused.
focus This listener is triggered when the NeoMultimodalTextbox is focused.
blur This listener is triggered when the NeoMultimodalTextbox is unfocused/blurred.
stop This listener is triggered when the user reaches the end of the media playing in the NeoMultimodalTextbox.
upload This listener is triggered when the user uploads a file into the NeoMultimodalTextbox.

User function

The impact on the users predict function varies depending on whether the component is used as an input or output for an event (or both).

  • When used as an Input, the component only impacts the input signature of the user function.
  • When used as an output, the component only impacts the return signature of the user function.

The code snippet below is accurate in cases where the component is used as both an input and an output.

  • As output: Is passed, passes text value and list of file(s) as a {dict} into the function.
  • As input: Should return, expects a {dict} with "text" and "files", both optional. The files array is a list of file paths or URLs.
def predict(
    value: MultimodalValue | None
) -> MultimodalValue | str | None:
    return value

MultimodalValue

class MultimodalValue(TypedDict):
    text: NotRequired[str]
    files: NotRequired[list[str]]

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