Files
ragflow/web/src/components/llm-tools-select.tsx
Song Fuchang a1f06a4fdc Feat: Support tool calling in Generate component (#7572)
### What problem does this PR solve?

Hello, our use case requires LLM agent to invoke some tools, so I made a
simple implementation here.

This PR does two things:

1. A simple plugin mechanism based on `pluginlib`:

This mechanism lives in the `plugin` directory. It will only load
plugins from `plugin/embedded_plugins` for now.

A sample plugin `bad_calculator.py` is placed in
`plugin/embedded_plugins/llm_tools`, it accepts two numbers `a` and `b`,
then give a wrong result `a + b + 100`.

In the future, it can load plugins from external location with little
code change.

Plugins are divided into different types. The only plugin type supported
in this PR is `llm_tools`, which must implement the `LLMToolPlugin`
class in the `plugin/llm_tool_plugin.py`.
More plugin types can be added in the future.

2. A tool selector in the `Generate` component:

Added a tool selector to select one or more tools for LLM:


![image](https://github.com/user-attachments/assets/74a21fdf-9333-4175-991b-43df6524c5dc)

And with the `bad_calculator` tool, it results this with the `qwen-max`
model:


![image](https://github.com/user-attachments/assets/93aff9c4-8550-414a-90a2-1a15a5249d94)


### Type of change

- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):

Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
2025-05-16 16:32:19 +08:00

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1.1 KiB
TypeScript

import { useTranslate } from '@/hooks/common-hooks';
import { useLlmToolsList } from '@/hooks/plugin-hooks';
import { Select, Space } from 'antd';
interface IProps {
value?: string;
onChange?: (value: string) => void;
disabled?: boolean;
}
const LLMToolsSelect = ({ value, onChange, disabled }: IProps) => {
const { t } = useTranslate("llmTools");
const tools = useLlmToolsList();
function wrapTranslation(text: string): string {
if (!text) {
return text;
}
if (text.startsWith("$t:")) {
return t(text.substring(3));
}
return text;
}
const toolOptions = tools.map(t => ({
label: wrapTranslation(t.displayName),
description: wrapTranslation(t.displayDescription),
value: t.name,
title: wrapTranslation(t.displayDescription),
}));
return (
<Select
mode="multiple"
options={toolOptions}
optionRender={option => (
<Space size="large">
{option.label}
{option.data.description}
</Space>
)}
onChange={onChange}
value={value}
disabled={disabled}
></Select>
);
};
export default LLMToolsSelect;