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# Chatbot | |
A chatbot component based on [Ant Design X](https://x.ant.design). | |
## Examples | |
### Basic | |
Supports: | |
- Two roles: user and assistant. | |
- Four message types: text, file, tool, and suggestion. | |
<demo name="basic" position="bottom" collapsible="true"></demo> | |
### Chatbot Config | |
Supports configuration options: | |
- `markdown_config`: Rendering configuration for Markdown text in the Chatbot. | |
- `welcome_config`: Welcome interface configuration displayed when the Chatbot is empty. | |
- `bot_config`: Display configuration for bot messages. | |
- `user_config`: Display configuration for user messages. | |
<demo name="chatbot_config" position="bottom" collapsible="true"></demo> | |
### Message Config | |
The `message` object includes all configurations from `bot_config` and `user_config`, allowing users to customize the display of individual messages. | |
<demo name="message_config" position="bottom" collapsible="true"></demo> | |
### Multimodal | |
<demo name="multimodal" position="bottom" collapsible="true"></demo> | |
### Thinking | |
<demo name="thinking" position="bottom" collapsible="true"></demo> | |
## API | |
### Props | |
| Attribute | Type | Default Value | Description | | |
| ------------------------------ | ----------------------------------------------------------------- | ------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | |
| value | `list[dict \| ChatbotDataMessage] \| ChatbotDataMessages \| None` | None | Default list of messages to show in chatbot, where each message is of the format `ChatbotDataMessage`. | | |
| welcome_config | `ChatbotWelcomeConfig \| dict \| None` | None | Configuration of the welcome interface. If the `value` is empty, the welcome interface will be displayed. | | |
| markdown_config | `ChatbotMarkdownConfig \| dict \| None` | None | Markdown configuration for all messages. | | |
| user_config | `ChatbotUserConfig \| dict \| None` | None | User configuration, will be applied when the message role is 'user'. | | |
| bot_config | `ChatbotBotConfig \| dict \| None` | None | Bot configuration, will be applied when the message role is 'assistant'. | | |
| auto_scroll | `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. | | |
| show_scroll_to_bottom_button | `bool` | True | If `True`, the `Scroll To Bottom` button will be shown when the scrollbar is up a certain distance. | | |
| scroll_to_bottom_button_offset | `int \| float` | 200 | The offset from the bottom where the `Scroll To Bottom` button appears. | | |
| height | `int \| float \| str` | 400 | The height of the component, specified in pixels if a number is passed, or in CSS units if a string is passed. If messages exceed the height, the component will scroll. | | |
| max_height | `int \| float \| str \| None` | None | The maximum height of the component, specified in pixels if a number is passed, or in CSS units if a string is passed. | | |
| min_height | `int \| float \| str \| None` | None | The minimum height of the component, specified in pixels if a number is passed, or in CSS units if a string is passed. | | |
### Events | |
| Event | Description | | |
| -------------------------------------------- | ------------------------------------------------------- | | |
| `pro.Chatbot.change(fn, ···)` | Triggered when the Chatbot value changed. | | |
| `pro.Chatbot.copy(fn, ···)` | Triggered when the copy button is clicked. | | |
| `pro.Chatbot.edit(fn, ···)` | Triggered when user edit a message. | | |
| `pro.Chatbot.delete(fn, ···)` | Triggered when user delete a message. | | |
| `pro.Chatbot.like(fn, ···)` | Triggered when the like/dislike button is clicked | | |
| `pro.Chatbot.retry(fn, ···)` | Triggered when the retry button is clicked | | |
| `pro.Chatbot.suggestion_select(fn, ···)` | Triggered when the suggestion message item is selected. | | |
| `pro.Chatbot.welcome_prompt_select(fn, ···)` | Triggered when the welcome prompt item is selected. | | |
### Slots | |
```python | |
SLOTS=["roles"] | |
``` | |
Additionally, if the role style does not meet your expectations, you can also use `ms.Slot("roles")` to customize it, just like the `Bubble` component of `Ant Design X`. | |
### Types | |
```python | |
# Ant Design X prompt props: https://x.ant.design/components/prompts#promptprops | |
class ChatbotPromptConfig(GradioModel): | |
disabled: Optional[bool] = None | |
description: Optional[str] = None | |
label: Optional[str] = None | |
icon: Optional[str] = None | |
key: Optional[str] = None | |
children: Optional[List[Union[ | |
dict, | |
]]] = None | |
# Ant Design X prompts props: https://x.ant.design/components/prompts | |
class ChatbotPromptsConfig(GradioModel): | |
title: Optional[str] = None | |
vertical: Optional[bool] = False | |
wrap: Optional[bool] = False | |
styles: Optional[dict] = None | |
class_names: Optional[dict] = None | |
elem_style: Optional[dict] = None | |
elem_classes: Optional[Union[str, List[str]]] = None | |
items: Optional[List[Union[ChatbotPromptConfig, dict]]] = None | |
# Ant Design X welcome props: https://x.ant.design/components/welcome | |
class ChatbotWelcomeConfig(GradioModel): | |
variant: Optional[Literal['borderless', 'filled']] = 'borderless' | |
icon: Optional[Union[str, Path]] = None | |
title: Optional[str] = None | |
description: Optional[str] = None | |
extra: Optional[str] = None | |
elem_style: Optional[dict] = None | |
elem_classes: Optional[Union[str, List[str]]] = None | |
styles: Optional[dict] = None | |
class_names: Optional[dict] = None | |
prompts: Optional[Union[ChatbotPromptsConfig, dict]] = None | |
class ChatbotMarkdownConfig(GradioModel): | |
render_markdown: Optional[bool] = True | |
latex_delimiters: Optional[list[dict[str, str | bool]]] = field( | |
default_factory=lambda: [ | |
{ | |
"left": "$$", | |
"right": "$$", | |
"display": True | |
}, | |
{ | |
"left": "$", | |
"right": "$", | |
"display": False | |
}, | |
{ | |
"left": "\\(", | |
"right": "\\)", | |
"display": False | |
}, | |
{ | |
"left": "\\begin{equation}", | |
"right": "\\end{equation}", | |
"display": True | |
}, | |
{ | |
"left": "\\begin{align}", | |
"right": "\\end{align}", | |
"display": True | |
}, | |
{ | |
"left": "\\begin{alignat}", | |
"right": "\\end{alignat}", | |
"display": True | |
}, | |
{ | |
"left": "\\begin{gather}", | |
"right": "\\end{gather}", | |
"display": True | |
}, | |
{ | |
"left": "\\begin{CD}", | |
"right": "\\end{CD}", | |
"display": True | |
}, | |
{ | |
"left": "\\[", | |
"right": "\\]", | |
"display": True | |
}, | |
]) | |
sanitize_html: Optional[bool] = True | |
line_breaks: Optional[bool] = True | |
rtl: Optional[bool] = False | |
allow_tags: Optional[Union[List[str], bool]] = False | |
class ChatbotActionConfig(GradioModel): | |
action: Literal['copy', 'like', 'dislike', 'retry', 'edit', 'delete'] | |
disabled: Optional[bool] = None | |
# Ant Design tooltip: https://ant.design/components/tooltip | |
tooltip: Optional[Union[str, dict]] = None | |
# Ant Design popconfirm props: https://ant.design/components/popconfirm | |
popconfirm: Optional[Union[str, dict]] = None | |
class ChatbotUserConfig(GradioModel): | |
# Action buttons for user message | |
actions: Optional[List[Union[Literal[ | |
'copy', | |
'edit', | |
'delete', | |
], ChatbotActionConfig, dict]]] = field(default_factory=lambda: [ | |
"copy" | |
# 'edit', | |
# ChatbotActionConfig( | |
# action='delete', | |
# popconfirm=dict(title="Delete the message", | |
# description="Are you sure to delete this message?", | |
# okButtonProps=dict(danger=True))) | |
]) | |
disabled_actions: Optional[List[Union[Literal[ | |
'copy', | |
'edit', | |
'delete', | |
]]]] = None | |
header: Optional[str] = None | |
footer: Optional[str] = None | |
# Ant Design avatar props: https://ant.design/components/avatar | |
avatar: Optional[Union[str, Path, dict, None]] = None | |
variant: Optional[Literal['filled', 'borderless', 'outlined', | |
'shadow']] = None | |
shape: Optional[Literal['round', 'corner']] = None | |
placement: Optional[Literal['start', 'end']] = 'end' | |
loading: Optional[bool] = None | |
typing: Optional[Union[bool, dict]] = None | |
elem_style: Optional[dict] = None | |
elem_classes: Optional[Union[str, List[str]]] = None | |
styles: Optional[dict] = None | |
class_names: Optional[dict] = None | |
class ChatbotBotConfig(ChatbotUserConfig): | |
# Action buttons for bot message | |
actions: Optional[List[Union[Literal[ | |
'copy', | |
'like', | |
'dislike', | |
'retry', | |
'edit', | |
'delete', | |
], ChatbotActionConfig, dict]]] = field(default_factory=lambda: [ | |
'copy', | |
# 'like', 'dislike', 'retry', 'edit', | |
# ChatbotActionConfig( | |
# action='delete', | |
# popconfirm=dict(title="Delete the message", | |
# description="Are you sure to delete this message?", | |
# okButtonProps=dict(danger=True))) | |
]) | |
disabled_actions: Optional[List[Union[Literal[ | |
'copy', | |
'like', | |
'dislike', | |
'retry', | |
'edit', | |
'delete', | |
]]]] = None | |
placement: Optional[Literal['start', 'end']] = 'start' | |
class ChatbotDataTextContentOptions(ChatbotMarkdownConfig): | |
pass | |
class ChatbotDataToolContentOptions(ChatbotDataTextContentOptions): | |
""" | |
title: tool message title. | |
status: tool message status, if status is 'done', the message will be collapsed. | |
""" | |
title: Optional[str] = None | |
status: Optional[Literal['pending', 'done']] = None | |
# Ant Design flex props: https://ant.design/components/flex | |
class ChatbotDataFileContentOptions(GradioModel): | |
vertical: Union[bool] = False | |
wrap: Optional[Union[Literal['nowrap', 'wrap', 'wrap-reverse'], | |
bool]] = True | |
justify: Optional[Literal['normal', 'start', 'end', 'flex-start', | |
'flex-end', 'center', 'left', 'right', | |
'space-between', 'space-around', 'space-evenly', | |
'stretch', 'safe', 'unsafe']] = "normal" | |
align: Optional[Literal['normal', 'start', 'end', 'flex-start', 'flex-end', | |
'center', 'self-start', 'self-end', 'baseline', | |
'unsafe', 'stretch']] = "normal" | |
flex: Optional[str] = "normal" | |
gap: Optional[Union[Literal["small", "middle", "large"], str, int, | |
float]] = "small" | |
image_props: Optional[dict] = None | |
# Ant Design X prompts props: https://x.ant.design/components/prompts | |
class ChatbotDataSuggestionContentOptions(ChatbotPromptsConfig): | |
pass | |
# Ant Design X prompt props: https://x.ant.design/components/prompts#promptprops | |
class ChatbotDataSuggestionContentItem(ChatbotPromptConfig): | |
pass | |
class ChatbotDataMeta(GradioModel): | |
feedback: Optional[Literal['like', 'dislike', None]] = None | |
class ChatbotDataMessageContent(GradioModel): | |
""" | |
type: Content type, support 'text', 'tool', 'file', 'suggestion'. | |
content: Content value. | |
options: Content options, each content type has different options. | |
copyable: Whether the content can be copied via the 'copy' button. | |
editable: Whether the content can be edited via the 'edit' button. Only available for content type 'text' and 'tool'. | |
""" | |
type: Optional[Literal['text', 'tool', 'file', 'suggestion']] = 'text' | |
copyable: Optional[bool] = True | |
editable: Optional[bool] = True | |
content: Optional[Union[str, List[Union[FileData, | |
ChatbotDataSuggestionContentItem, | |
dict, str]]]] = None | |
options: Optional[Union[dict, ChatbotDataTextContentOptions, | |
ChatbotDataFileContentOptions, | |
ChatbotDataToolContentOptions, | |
ChatbotDataSuggestionContentOptions]] = None | |
class ChatbotDataMessage(ChatbotBotConfig): | |
role: Union[Literal['user', 'assistant', 'system'], str] = None | |
key: Optional[Union[str, int, float]] = None | |
# If status is 'pending', the message will not render the footer area (including 'actions' and 'footer'). | |
status: Optional[Literal['pending', 'done']] = None | |
content: Optional[Union[str, ChatbotDataMessageContent, dict, | |
List[ChatbotDataMessageContent], | |
List[dict]]] = None | |
placement: Optional[Literal['start', 'end']] = None | |
actions: Optional[List[Union[Literal[ | |
'copy', | |
'like', | |
'dislike', | |
'retry', | |
'edit', | |
'delete', | |
], ChatbotActionConfig, dict]]] = None | |
disabled_actions: Optional[List[Union[Literal[ | |
'copy', | |
'like', | |
'dislike', | |
'retry', | |
'edit', | |
'delete', | |
]]]] = None | |
meta: Optional[Union[ChatbotDataMeta, dict]] = None | |
class ChatbotDataMessages(GradioRootModel): | |
root: List[ChatbotDataMessage] | |
``` | |