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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:  And with the `bad_calculator` tool, it results this with the `qwen-max` model:  ### 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>
This commit is contained in:
51
web/src/components/llm-tools-select.tsx
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51
web/src/components/llm-tools-select.tsx
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import { useTranslate } from '@/hooks/common-hooks';
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import { useLlmToolsList } from '@/hooks/plugin-hooks';
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import { Select, Space } from 'antd';
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interface IProps {
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value?: string;
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onChange?: (value: string) => void;
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disabled?: boolean;
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}
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const LLMToolsSelect = ({ value, onChange, disabled }: IProps) => {
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const { t } = useTranslate("llmTools");
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const tools = useLlmToolsList();
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function wrapTranslation(text: string): string {
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if (!text) {
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return text;
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}
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if (text.startsWith("$t:")) {
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return t(text.substring(3));
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}
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return text;
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}
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const toolOptions = tools.map(t => ({
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label: wrapTranslation(t.displayName),
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description: wrapTranslation(t.displayDescription),
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value: t.name,
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title: wrapTranslation(t.displayDescription),
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}));
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return (
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<Select
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mode="multiple"
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options={toolOptions}
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optionRender={option => (
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<Space size="large">
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{option.label}
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{option.data.description}
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</Space>
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)}
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onChange={onChange}
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value={value}
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disabled={disabled}
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></Select>
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);
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};
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export default LLMToolsSelect;
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