feat: Add KnowledgeGraphModal #162 (#1766)

### What problem does this PR solve?

feat: Add KnowledgeGraphModal #162

### Type of change


- [x] New Feature (non-breaking change which adds functionality)
This commit is contained in:
balibabu 2024-08-01 17:27:27 +08:00 committed by GitHub
parent 50e9df4c76
commit e37b0d217d
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
13 changed files with 664 additions and 251 deletions

View File

@ -14,25 +14,59 @@ const ParserListMap = new Map([
'presentation',
'one',
'qa',
'knowledge_graph',
],
],
[
['doc', 'docx'],
['naive', 'resume', 'book', 'laws', 'one', 'qa', 'manual'],
[
'naive',
'resume',
'book',
'laws',
'one',
'qa',
'manual',
'knowledge_graph',
],
],
[
['xlsx', 'xls'],
['naive', 'qa', 'table', 'one'],
['naive', 'qa', 'table', 'one', 'knowledge_graph'],
],
[['ppt', 'pptx'], ['presentation']],
[
['jpg', 'jpeg', 'png', 'gif', 'bmp', 'tif', 'tiff', 'webp', 'svg', 'ico'],
['picture'],
],
[['txt'], ['naive', 'resume', 'book', 'laws', 'one', 'qa', 'table']],
[['csv'], ['naive', 'resume', 'book', 'laws', 'one', 'qa', 'table']],
[['md'], ['naive', 'qa']],
[['json'], ['naive']],
[
['txt'],
[
'naive',
'resume',
'book',
'laws',
'one',
'qa',
'table',
'knowledge_graph',
],
],
[
['csv'],
[
'naive',
'resume',
'book',
'laws',
'one',
'qa',
'table',
'knowledge_graph',
],
],
[['md'], ['naive', 'qa', 'knowledge_graph']],
[['json'], ['naive', 'knowledge_graph']],
]);
const getParserList = (

View File

@ -119,7 +119,7 @@ const ChunkMethodModal: React.FC<IProps> = ({
<Space size={[0, 8]} wrap>
<Form.Item label={t('chunkMethod')} className={styles.chunkMethod}>
<Select
style={{ width: 120 }}
style={{ width: 160 }}
onChange={handleChange}
value={selectedTag}
options={parserList}

View File

@ -206,3 +206,22 @@ export const useFetchChunk = (chunkId?: string): ResponseType<any> => {
return data;
};
export const useFetchKnowledgeGraph = (): ResponseType<any> => {
const { documentId } = useGetKnowledgeSearchParams();
const { data } = useQuery({
queryKey: ['fetchKnowledgeGraph', documentId],
initialData: true,
gcTime: 0,
queryFn: async () => {
const data = await kbService.knowledge_graph({
doc_id: documentId,
});
return data;
},
});
return data;
};

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@ -1,141 +0,0 @@
import type { InputRef } from 'antd';
import { Input, Space, Tag, Tooltip, theme } from 'antd';
import React, { useEffect, useRef, useState } from 'react';
interface EditTagsProps {
tags: any[];
setTags: (tags: any[]) => void;
}
const EditTag: React.FC<EditTagsProps> = ({ tags, setTags }) => {
const { token } = theme.useToken();
const [inputVisible, setInputVisible] = useState(false);
const [inputValue, setInputValue] = useState('');
const [editInputIndex, setEditInputIndex] = useState(-1);
const [editInputValue, setEditInputValue] = useState('');
const inputRef = useRef<InputRef>(null);
const editInputRef = useRef<InputRef>(null);
useEffect(() => {
if (inputVisible) {
inputRef.current?.focus();
}
}, [inputVisible]);
useEffect(() => {
editInputRef.current?.focus();
}, [editInputValue]);
const handleClose = (removedTag: string) => {
const newTags = tags.filter((tag) => tag !== removedTag);
console.log(newTags);
setTags(newTags);
};
const showInput = () => {
setInputVisible(true);
};
const handleInputChange = (e: React.ChangeEvent<HTMLInputElement>) => {
setInputValue(e.target.value);
};
const handleInputConfirm = () => {
if (inputValue && !tags.includes(inputValue)) {
setTags([...tags, inputValue]);
}
setInputVisible(false);
setInputValue('');
};
const handleEditInputChange = (e: React.ChangeEvent<HTMLInputElement>) => {
setEditInputValue(e.target.value);
};
const handleEditInputConfirm = () => {
const newTags = [...tags];
newTags[editInputIndex] = editInputValue;
setTags(newTags);
setEditInputIndex(-1);
setEditInputValue('');
};
const tagInputStyle: React.CSSProperties = {
width: 64,
height: 22,
marginInlineEnd: 8,
verticalAlign: 'top',
};
const tagPlusStyle: React.CSSProperties = {
height: 22,
background: token.colorBgContainer,
borderStyle: 'dashed',
};
return (
<Space size={[0, 8]} wrap>
{tags.map((tag, index) => {
if (editInputIndex === index) {
return (
<Input
ref={editInputRef}
key={tag}
size="small"
style={tagInputStyle}
value={editInputValue}
onChange={handleEditInputChange}
onBlur={handleEditInputConfirm}
onPressEnter={handleEditInputConfirm}
/>
);
}
const isLongTag = tag.length > 20;
const tagElem = (
<Tag
key={tag}
closable={index !== 0}
style={{ userSelect: 'none' }}
onClose={() => handleClose(tag)}
>
<span
onDoubleClick={(e) => {
if (index !== 0) {
setEditInputIndex(index);
setEditInputValue(tag);
e.preventDefault();
}
}}
>
{isLongTag ? `${tag.slice(0, 20)}...` : tag}
</span>
</Tag>
);
return isLongTag ? (
<Tooltip title={tag} key={tag}>
{tagElem}
</Tooltip>
) : (
tagElem
);
})}
{inputVisible ? (
<Input
ref={inputRef}
type="text"
size="small"
style={tagInputStyle}
value={inputValue}
onChange={handleInputChange}
onBlur={handleInputConfirm}
onPressEnter={handleInputConfirm}
/>
) : (
<Tag style={tagPlusStyle} onClick={showInput}>
</Tag>
)}
</Space>
);
};
export default EditTag;

View File

@ -0,0 +1,241 @@
const nodes = [
{
type: '"ORGANIZATION"',
description:
'"厦门象屿是一家公司其营业收入和市场占有率在2018年至2022年间有所变化。"',
source_id: '0',
id: '"厦门象屿"',
},
{
type: '"EVENT"',
description:
'"2018年是一个时间点标志着厦门象屿营业收入和市场占有率的记录开始。"',
source_id: '0',
entity_type: '"EVENT"',
id: '"2018"',
},
{
type: '"EVENT"',
description:
'"2019年是一个时间点厦门象屿的营业收入和市场占有率在此期间有所变化。"',
source_id: '0',
entity_type: '"EVENT"',
id: '"2019"',
},
{
type: '"EVENT"',
description:
'"2020年是一个时间点厦门象屿的营业收入和市场占有率在此期间有所变化。"',
source_id: '0',
entity_type: '"EVENT"',
id: '"2020"',
},
{
type: '"EVENT"',
description:
'"2021年是一个时间点厦门象屿的营业收入和市场占有率在此期间有所变化。"',
source_id: '0',
entity_type: '"EVENT"',
id: '"2021"',
},
{
type: '"EVENT"',
description:
'"2022年是一个时间点厦门象屿的营业收入和市场占有率在此期间有所变化。"',
source_id: '0',
entity_type: '"EVENT"',
id: '"2022"',
},
{
type: '"ORGANIZATION"',
description:
'"厦门象屿股份有限公司是一家公司中文简称为厦门象屿外文名称为Xiamen Xiangyu Co.,Ltd.外文名称缩写为Xiangyu法定代表人为邓启东。"',
source_id: '1',
id: '"厦门象屿股份有限公司"',
},
{
type: '"PERSON"',
description: '"邓启东是厦门象屿股份有限公司的法定代表人。"',
source_id: '1',
entity_type: '"PERSON"',
id: '"邓启东"',
},
{
type: '"GEO"',
description: '"厦门是一个地理位置,与厦门象屿股份有限公司相关。"',
source_id: '1',
entity_type: '"GEO"',
id: '"厦门"',
},
{
type: '"PERSON"',
description:
'"廖杰 is the Board Secretary, responsible for handling board-related matters and communications."',
source_id: '2',
id: '"廖杰"',
},
{
type: '"PERSON"',
description:
'"史经洋 is the Securities Affairs Representative, responsible for handling securities-related matters and communications."',
source_id: '2',
entity_type: '"PERSON"',
id: '"史经洋"',
},
{
type: '"GEO"',
description:
'"A geographic location in Xiamen, specifically in the Free Trade Zone, where the company\'s office is situated."',
source_id: '2',
entity_type: '"GEO"',
id: '"厦门市湖里区自由贸易试验区厦门片区"',
},
{
type: '"GEO"',
description:
'"The building where the company\'s office is located, situated at Xiangyu Road, Xiamen."',
source_id: '2',
entity_type: '"GEO"',
id: '"象屿集团大厦"',
},
{
type: '"EVENT"',
description:
'"Refers to the year 2021, used for comparing financial metrics with the year 2022."',
source_id: '3',
id: '"2021年"',
},
{
type: '"EVENT"',
description:
'"Refers to the year 2022, used for presenting current financial metrics and comparing them with the year 2021."',
source_id: '3',
entity_type: '"EVENT"',
id: '"2022年"',
},
{
type: '"EVENT"',
description:
'"Indicates the focus on key financial metrics in the table, such as weighted averages and percentages."',
source_id: '3',
entity_type: '"EVENT"',
id: '"主要财务指标"',
},
].map(({ type, ...x }) => ({ ...x }));
const edges = [
{
weight: 2.0,
description: '"厦门象屿在2018年的营业收入和市场占有率被记录。"',
source_id: '0',
source: '"厦门象屿"',
target: '"2018"',
},
{
weight: 2.0,
description: '"厦门象屿在2019年的营业收入和市场占有率有所变化。"',
source_id: '0',
source: '"厦门象屿"',
target: '"2019"',
},
{
weight: 2.0,
description: '"厦门象屿在2020年的营业收入和市场占有率有所变化。"',
source_id: '0',
source: '"厦门象屿"',
target: '"2020"',
},
{
weight: 2.0,
description: '"厦门象屿在2021年的营业收入和市场占有率有所变化。"',
source_id: '0',
source: '"厦门象屿"',
target: '"2021"',
},
{
weight: 2.0,
description: '"厦门象屿在2022年的营业收入和市场占有率有所变化。"',
source_id: '0',
source: '"厦门象屿"',
target: '"2022"',
},
{
weight: 2.0,
description: '"厦门象屿股份有限公司的法定代表人是邓启东。"',
source_id: '1',
source: '"厦门象屿股份有限公司"',
target: '"邓启东"',
},
{
weight: 2.0,
description: '"厦门象屿股份有限公司位于厦门。"',
source_id: '1',
source: '"厦门象屿股份有限公司"',
target: '"厦门"',
},
{
weight: 2.0,
description:
'"廖杰\'s office is located in the Xiangyu Group Building, indicating his workplace."',
source_id: '2',
source: '"廖杰"',
target: '"象屿集团大厦"',
},
{
weight: 2.0,
description:
'"廖杰 works in the Xiamen Free Trade Zone, a specific area within Xiamen."',
source_id: '2',
source: '"廖杰"',
target: '"厦门市湖里区自由贸易试验区厦门片区"',
},
{
weight: 2.0,
description:
'"史经洋\'s office is also located in the Xiangyu Group Building, indicating his workplace."',
source_id: '2',
source: '"史经洋"',
target: '"象屿集团大厦"',
},
{
weight: 2.0,
description:
'"史经洋 works in the Xiamen Free Trade Zone, a specific area within Xiamen."',
source_id: '2',
source: '"史经洋"',
target: '"厦门市湖里区自由贸易试验区厦门片区"',
},
{
weight: 2.0,
description:
'"The years 2021 and 2022 are related as they are used for comparing financial metrics, showing changes and adjustments over time."',
source_id: '3',
source: '"2021年"',
target: '"2022年"',
},
{
weight: 2.0,
description:
'"The \'主要财务指标\' is related to the year 2021 as it provides the basis for financial comparisons and adjustments."',
source_id: '3',
source: '"2021年"',
target: '"主要财务指标"',
},
{
weight: 2.0,
description:
'"The \'主要财务指标\' is related to the year 2022 as it presents the current financial metrics and their changes compared to 2021."',
source_id: '3',
source: '"2022年"',
target: '"主要财务指标"',
},
];
export const graphData = {
directed: false,
multigraph: false,
graph: {},
nodes,
edges,
combos: [],
};

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@ -0,0 +1,123 @@
import { Graph } from '@antv/g6';
import { useSize } from 'ahooks';
import { useCallback, useEffect, useMemo, useRef } from 'react';
import { graphData } from './constant';
import { Converter, buildNodesAndCombos, isDataExist } from './util';
import { useFetchKnowledgeGraph } from '@/hooks/chunk-hooks';
import styles from './index.less';
const converter = new Converter();
const nextData = converter.buildNodesAndCombos(
graphData.nodes,
graphData.edges,
);
console.log('🚀 ~ nextData:', nextData);
const finalData = { ...graphData, ...nextData };
const ForceGraph = () => {
const containerRef = useRef<HTMLDivElement>(null);
const size = useSize(containerRef);
const { data } = useFetchKnowledgeGraph();
const nextData = useMemo(() => {
if (isDataExist(data)) {
const graphData = data.data;
const mi = buildNodesAndCombos(graphData.nodes);
return { edges: graphData.links, ...mi };
}
return { nodes: [], edges: [] };
}, [data]);
console.log('🚀 ~ nextData ~ nextData:', nextData);
const render = useCallback(() => {
const graph = new Graph({
container: containerRef.current!,
autoFit: 'view',
behaviors: [
'drag-element',
'drag-canvas',
'zoom-canvas',
'collapse-expand',
{
type: 'hover-activate',
degree: 1, // 👈🏻 Activate relations.
},
],
plugins: [
{
type: 'tooltip',
getContent: (e, items) => {
if (items.every((x) => x?.description)) {
let result = ``;
items.forEach((item) => {
result += `<h3>${item?.id}</h3>`;
if (item?.description) {
result += `<p>${item?.description}</p>`;
}
});
return result;
}
return undefined;
},
},
],
layout: {
type: 'combo-combined',
preventOverlap: true,
comboPadding: 1,
spacing: 20,
},
node: {
style: {
size: 20,
labelText: (d) => d.id,
labelPadding: 30,
// labelOffsetX: 20,
// labelOffsetY: 5,
labelPlacement: 'center',
labelWordWrap: true,
},
palette: {
type: 'group',
field: (d) => d.combo,
},
// state: {
// highlight: {
// fill: '#D580FF',
// halo: true,
// lineWidth: 0,
// },
// dim: {
// fill: '#99ADD1',
// },
// },
},
edge: {
style: (model) => {
const { size, color } = model.data;
return {
stroke: color || '#99ADD1',
lineWidth: size || 1,
};
},
},
});
graph.setData(nextData);
graph.render();
}, [nextData]);
useEffect(() => {
if (isDataExist(data)) {
render();
}
}, [data, render]);
return <div ref={containerRef} className={styles.forceContainer} />;
};
export default ForceGraph;

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@ -0,0 +1,9 @@
.forceContainer {
width: 100%;
height: 100%;
}
.modalContainer {
width: 90vw;
height: 80vh;
}

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@ -0,0 +1,5 @@
const KnowledgeGraph = () => {
return <div>KnowledgeGraph</div>;
};
export default KnowledgeGraph;

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@ -0,0 +1,43 @@
import { useFetchKnowledgeGraph } from '@/hooks/chunk-hooks';
import { Modal } from 'antd';
import React, { useEffect, useState } from 'react';
import ForceGraph from './force-graph';
import styles from './index.less';
const KnowledgeGraphModal: React.FC = () => {
const [isModalOpen, setIsModalOpen] = useState(false);
const { data } = useFetchKnowledgeGraph();
const handleOk = () => {
setIsModalOpen(false);
};
const handleCancel = () => {
setIsModalOpen(false);
};
useEffect(() => {
if (data?.data && typeof data?.data !== 'boolean') {
console.log('🚀 ~ useEffect ~ data:', data);
setIsModalOpen(true);
}
}, [setIsModalOpen, data]);
return (
<Modal
title="Knowledge Graph"
open={isModalOpen}
onOk={handleOk}
onCancel={handleCancel}
width={'90vw'}
footer={null}
>
<section className={styles.modalContainer}>
<ForceGraph></ForceGraph>
</section>
</Modal>
);
};
export default KnowledgeGraphModal;

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@ -0,0 +1,80 @@
class KeyGenerator {
idx = 0;
chars: string[] = [];
constructor() {
const chars = Array(26)
.fill(1)
.map((x, idx) => String.fromCharCode(97 + idx)); // 26 char
this.chars = chars;
}
generateKey() {
const key = this.chars[this.idx];
this.idx++;
return key;
}
}
// Classify nodes based on edge relationships
export class Converter {
keyGenerator;
dict: Record<string, string> = {}; // key is node id, value is combo
constructor() {
this.keyGenerator = new KeyGenerator();
}
buildDict(edges: { source: string; target: string }[]) {
edges.forEach((x) => {
if (this.dict[x.source] && !this.dict[x.target]) {
this.dict[x.target] = this.dict[x.source];
} else if (!this.dict[x.source] && this.dict[x.target]) {
this.dict[x.source] = this.dict[x.target];
} else if (!this.dict[x.source] && !this.dict[x.target]) {
this.dict[x.source] = this.dict[x.target] =
this.keyGenerator.generateKey();
}
});
return this.dict;
}
buildNodesAndCombos(nodes: any[], edges: any[]) {
this.buildDict(edges);
const nextNodes = nodes.map((x) => ({ ...x, combo: this.dict[x.id] }));
const combos = Object.values(this.dict).reduce<any[]>((pre, cur) => {
if (pre.every((x) => x.id !== cur)) {
pre.push({
id: cur,
data: {
label: `Combo ${cur}`,
},
});
}
return pre;
}, []);
return { nodes: nextNodes, combos };
}
}
export const isDataExist = (data: any) => {
return data?.data && typeof data?.data !== 'boolean';
};
export const buildNodesAndCombos = (nodes: any[]) => {
const combos: any[] = [];
const nextNodes = nodes.map((x) => {
const combo = Array.isArray(x?.communities) ? x.communities[0] : undefined;
if (combo && combos.every((y) => y.id !== combo)) {
combos.push({
id: combo,
data: {
label: `Combo ${combo}`,
},
});
}
return {
...x,
combo,
};
});
return { nodes: nextNodes, combos };
};

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@ -8,6 +8,7 @@ import ChunkCard from './components/chunk-card';
import CreatingModal from './components/chunk-creating-modal';
import ChunkToolBar from './components/chunk-toolbar';
import DocumentPreview from './components/document-preview/preview';
import KnowledgeGraphModal from './components/knowledge-graph/modal';
import {
useChangeChunkTextMode,
useDeleteChunkByIds,
@ -52,7 +53,6 @@ const Chunk = () => {
) => {
setSelectedChunkIds([]);
pagination.onChange?.(page, size);
// getChunkList();
};
const selectAllChunk = useCallback(
@ -110,16 +110,9 @@ const Chunk = () => {
doc_id: documentId,
});
if (!chunkIds && resCode === 0) {
// getChunkList();
}
},
[
switchChunk,
documentId,
// getChunkList,
selectedChunkIds,
showSelectedChunkWarning,
],
[switchChunk, documentId, selectedChunkIds, showSelectedChunkWarning],
);
const { highlights, setWidthAndHeight } =
@ -202,6 +195,7 @@ const Chunk = () => {
onOk={onChunkUpdatingOk}
/>
)}
<KnowledgeGraphModal></KnowledgeGraphModal>
</>
);
};

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@ -27,6 +27,7 @@ const {
get_document_file,
document_upload,
web_crawl,
knowledge_graph,
} = api;
const methods = {
@ -121,6 +122,10 @@ const methods = {
url: retrieval_test,
method: 'post',
},
knowledge_graph: {
url: knowledge_graph,
method: 'get',
},
};
const kbService = registerServer<keyof typeof methods>(methods, request);

View File

@ -1,94 +1,95 @@
let api_host = `/v1`;
export { api_host };
export default {
// user
login: `${api_host}/user/login`,
logout: `${api_host}/user/logout`,
register: `${api_host}/user/register`,
setting: `${api_host}/user/setting`,
user_info: `${api_host}/user/info`,
tenant_info: `${api_host}/user/tenant_info`,
set_tenant_info: `${api_host}/user/set_tenant_info`,
// llm model
factories_list: `${api_host}/llm/factories`,
llm_list: `${api_host}/llm/list`,
my_llm: `${api_host}/llm/my_llms`,
set_api_key: `${api_host}/llm/set_api_key`,
add_llm: `${api_host}/llm/add_llm`,
delete_llm: `${api_host}/llm/delete_llm`,
// knowledge base
kb_list: `${api_host}/kb/list`,
create_kb: `${api_host}/kb/create`,
update_kb: `${api_host}/kb/update`,
rm_kb: `${api_host}/kb/rm`,
get_kb_detail: `${api_host}/kb/detail`,
// chunk
chunk_list: `${api_host}/chunk/list`,
create_chunk: `${api_host}/chunk/create`,
set_chunk: `${api_host}/chunk/set`,
get_chunk: `${api_host}/chunk/get`,
switch_chunk: `${api_host}/chunk/switch`,
rm_chunk: `${api_host}/chunk/rm`,
retrieval_test: `${api_host}/chunk/retrieval_test`,
// document
upload: `${api_host}/document/upload`,
get_document_list: `${api_host}/document/list`,
document_change_status: `${api_host}/document/change_status`,
document_rm: `${api_host}/document/rm`,
document_rename: `${api_host}/document/rename`,
document_create: `${api_host}/document/create`,
document_run: `${api_host}/document/run`,
document_change_parser: `${api_host}/document/change_parser`,
document_thumbnails: `${api_host}/document/thumbnails`,
get_document_file: `${api_host}/document/get`,
document_upload: `${api_host}/document/upload`,
web_crawl: `${api_host}/document/web_crawl`,
// chat
setDialog: `${api_host}/dialog/set`,
getDialog: `${api_host}/dialog/get`,
removeDialog: `${api_host}/dialog/rm`,
listDialog: `${api_host}/dialog/list`,
setConversation: `${api_host}/conversation/set`,
getConversation: `${api_host}/conversation/get`,
listConversation: `${api_host}/conversation/list`,
removeConversation: `${api_host}/conversation/rm`,
completeConversation: `${api_host}/conversation/completion`,
// chat for external
createToken: `${api_host}/api/new_token`,
listToken: `${api_host}/api/token_list`,
removeToken: `${api_host}/api/rm`,
getStats: `${api_host}/api/stats`,
createExternalConversation: `${api_host}/api/new_conversation`,
getExternalConversation: `${api_host}/api/conversation`,
completeExternalConversation: `${api_host}/api/completion`,
// file manager
listFile: `${api_host}/file/list`,
uploadFile: `${api_host}/file/upload`,
removeFile: `${api_host}/file/rm`,
renameFile: `${api_host}/file/rename`,
getAllParentFolder: `${api_host}/file/all_parent_folder`,
createFolder: `${api_host}/file/create`,
connectFileToKnowledge: `${api_host}/file2document/convert`,
getFile: `${api_host}/file/get`,
// system
getSystemVersion: `${api_host}/system/version`,
getSystemStatus: `${api_host}/system/status`,
// flow
listTemplates: `${api_host}/canvas/templates`,
listCanvas: `${api_host}/canvas/list`,
getCanvas: `${api_host}/canvas/get`,
removeCanvas: `${api_host}/canvas/rm`,
setCanvas: `${api_host}/canvas/set`,
resetCanvas: `${api_host}/canvas/reset`,
runCanvas: `${api_host}/canvas/completion`,
};
let api_host = `/v1`;
export { api_host };
export default {
// user
login: `${api_host}/user/login`,
logout: `${api_host}/user/logout`,
register: `${api_host}/user/register`,
setting: `${api_host}/user/setting`,
user_info: `${api_host}/user/info`,
tenant_info: `${api_host}/user/tenant_info`,
set_tenant_info: `${api_host}/user/set_tenant_info`,
// llm model
factories_list: `${api_host}/llm/factories`,
llm_list: `${api_host}/llm/list`,
my_llm: `${api_host}/llm/my_llms`,
set_api_key: `${api_host}/llm/set_api_key`,
add_llm: `${api_host}/llm/add_llm`,
delete_llm: `${api_host}/llm/delete_llm`,
// knowledge base
kb_list: `${api_host}/kb/list`,
create_kb: `${api_host}/kb/create`,
update_kb: `${api_host}/kb/update`,
rm_kb: `${api_host}/kb/rm`,
get_kb_detail: `${api_host}/kb/detail`,
// chunk
chunk_list: `${api_host}/chunk/list`,
create_chunk: `${api_host}/chunk/create`,
set_chunk: `${api_host}/chunk/set`,
get_chunk: `${api_host}/chunk/get`,
switch_chunk: `${api_host}/chunk/switch`,
rm_chunk: `${api_host}/chunk/rm`,
retrieval_test: `${api_host}/chunk/retrieval_test`,
knowledge_graph: `${api_host}/chunk/knowledge_graph`,
// document
upload: `${api_host}/document/upload`,
get_document_list: `${api_host}/document/list`,
document_change_status: `${api_host}/document/change_status`,
document_rm: `${api_host}/document/rm`,
document_rename: `${api_host}/document/rename`,
document_create: `${api_host}/document/create`,
document_run: `${api_host}/document/run`,
document_change_parser: `${api_host}/document/change_parser`,
document_thumbnails: `${api_host}/document/thumbnails`,
get_document_file: `${api_host}/document/get`,
document_upload: `${api_host}/document/upload`,
web_crawl: `${api_host}/document/web_crawl`,
// chat
setDialog: `${api_host}/dialog/set`,
getDialog: `${api_host}/dialog/get`,
removeDialog: `${api_host}/dialog/rm`,
listDialog: `${api_host}/dialog/list`,
setConversation: `${api_host}/conversation/set`,
getConversation: `${api_host}/conversation/get`,
listConversation: `${api_host}/conversation/list`,
removeConversation: `${api_host}/conversation/rm`,
completeConversation: `${api_host}/conversation/completion`,
// chat for external
createToken: `${api_host}/api/new_token`,
listToken: `${api_host}/api/token_list`,
removeToken: `${api_host}/api/rm`,
getStats: `${api_host}/api/stats`,
createExternalConversation: `${api_host}/api/new_conversation`,
getExternalConversation: `${api_host}/api/conversation`,
completeExternalConversation: `${api_host}/api/completion`,
// file manager
listFile: `${api_host}/file/list`,
uploadFile: `${api_host}/file/upload`,
removeFile: `${api_host}/file/rm`,
renameFile: `${api_host}/file/rename`,
getAllParentFolder: `${api_host}/file/all_parent_folder`,
createFolder: `${api_host}/file/create`,
connectFileToKnowledge: `${api_host}/file2document/convert`,
getFile: `${api_host}/file/get`,
// system
getSystemVersion: `${api_host}/system/version`,
getSystemStatus: `${api_host}/system/status`,
// flow
listTemplates: `${api_host}/canvas/templates`,
listCanvas: `${api_host}/canvas/list`,
getCanvas: `${api_host}/canvas/get`,
removeCanvas: `${api_host}/canvas/rm`,
setCanvas: `${api_host}/canvas/set`,
resetCanvas: `${api_host}/canvas/reset`,
runCanvas: `${api_host}/canvas/completion`,
};