feat(knowledge): add RAPTOR and Knowledge Graph config sections to parsers

refactor(knowledge): reorganize parser configuration components into accordions
2025-11-03 17:47:33 +08:00
parent 19b70a4abd
commit 74c4f798a5
40 changed files with 1251 additions and 617 deletions
--- a/.gitignore
+++ b/.gitignore
@@ -24,5 +24,4 @@ dist-ssr
 *.sw?

 # rag core
-rag_web_core_v0.20.5
-rag_web_core_deprecated
+ragflow_core_v0.21.1
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+</svg>
--- a/src/assets/svg/llm/modelscope.svg
+++ b/src/assets/svg/llm/modelscope.svg
@@ -1 +1 @@
-<svg id="layer_2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 274.37 172.76"><defs><style>.cls-2{fill:#36cfd1}.cls-3{fill:#624aff}</style></defs><g id="layer_1-2"><path class="cls-3" d="M24.78 73.55h25.65V99.2H24.78zm99.14 25.66h25.65v25.65h-25.65zm76.95 25.65h-25.65v22.19h47.84V99.21h-22.19v25.65z"/><path class="cls-2" d="M149.57 73.55h25.65V99.2h-25.65zM24.78 47.9h25.65v25.65H24.78z"/><path class="cls-3" d="M223.06 73.55h25.65V99.2h-25.65z"/><path class="cls-2" d="M223.06 47.9h25.65v25.65h-25.65z"/><path class="cls-3" d="M175.22 25.71V47.9h25.65v25.65h22.19V25.71h-47.84z"/><path class="cls-2" d="M98.27 73.55h25.65V99.2H98.27z"/><path class="cls-3" d="M72.62 47.9h25.65V25.71H50.43v47.84h22.19V47.9zm0 51.31H50.43v47.84h47.84v-22.19H72.62V99.21z"/><path style="fill:none" d="M0 0h274.37v172.76H0z"/></g></svg>
+<svg id="_层_2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 274.37 172.76"><defs><style>.cls-2{fill:#36cfd1}.cls-3{fill:#624aff}</style></defs><g id="_层_1-2"><path class="cls-3" d="M24.78 73.55h25.65V99.2H24.78zm99.14 25.66h25.65v25.65h-25.65zm76.95 25.65h-25.65v22.19h47.84V99.21h-22.19v25.65z"/><path class="cls-2" d="M149.57 73.55h25.65V99.2h-25.65zM24.78 47.9h25.65v25.65H24.78z"/><path class="cls-3" d="M223.06 73.55h25.65V99.2h-25.65z"/><path class="cls-2" d="M223.06 47.9h25.65v25.65h-25.65z"/><path class="cls-3" d="M175.22 25.71V47.9h25.65v25.65h22.19V25.71h-47.84z"/><path class="cls-2" d="M98.27 73.55h25.65V99.2H98.27z"/><path class="cls-3" d="M72.62 47.9h25.65V25.71H50.43v47.84h22.19V47.9zm0 51.31H50.43v47.84h47.84v-22.19H72.62V99.21z"/><path style="fill:none" d="M0 0h274.37v172.76H0z"/></g></svg>
--- a/src/assets/svg/llm/siliconflow.svg
+++ b/src/assets/svg/llm/siliconflow.svg
@@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="UTF-8"?>
-<svg id="layer_2" data-name="layer 2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 111.08 53.12">
+<svg id="_图层_2" data-name="图层 2" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 111.08 53.12">
  <defs>
    <style>
      .cls-1 {
@@ -7,7 +7,7 @@
      }
    </style>
  </defs>
-  <g id="layer_1-2" data-name="layer 1">
+  <g id="_图层_1-2" data-name="图层 1">
    <path class="cls-1" d="M106.25,0h-48.3c-2.67,0-4.83,2.16-4.83,4.83v14.49c0,2.67-2.16,4.83-4.83,4.83H4.83c-2.67,0-4.83,2.16-4.83,4.83v19.32c0,2.67,2.16,4.83,4.83,4.83h48.3c2.67,0,4.83-2.16,4.83-4.83v-14.49c0-2.67,2.16-4.83,4.83-4.83h43.47c2.67,0,4.83-2.16,4.83-4.83V4.83c0-2.67-2.16-4.83-4.83-4.83Z"/>
  </g>
 </svg>
--- a/src/assets/svg/llm/token-pony.svg
+++ b/src/assets/svg/llm/token-pony.svg
--- a/src/assets/svg/rerun.svg
+++ b/src/assets/svg/rerun.svg
@@ -0,0 +1 @@
+<?xml version="1.0" standalone="no"?><!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd"><svg t="1757483419289" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="22299" xmlns:xlink="http://www.w3.org/1999/xlink" width="200" height="200"><path d="M998.765714 523.629714c13.824 0 25.014857 11.190857 25.014857 25.014857a475.282286 475.282286 0 0 1-875.593142 256.219429l-27.574858 55.149714a25.014857 25.014857 0 1 1-44.763428-22.454857l44.178286-88.283428a24.868571 24.868571 0 0 1 26.550857-25.526858 25.014857 25.014857 0 0 1 8.265143 0.804572l99.474285 24.868571a25.014857 25.014857 0 0 1-12.068571 48.566857l-46.372572-11.556571A425.252571 425.252571 0 0 0 973.750857 548.571429c0-13.897143 11.190857-25.014857 25.014857-25.014858zM430.957714 365.714286l6.729143 0.658285c2.633143 0.438857 285.549714 160.109714 285.549714 160.109715 20.114286 17.846857 7.314286 34.523429-6.582857 45.933714-1.828571 1.462857-194.779429 113.078857-249.929143 144.969143l-10.678857 6.217143-3.876571 2.194285c-16.676571 8.923429-39.497143 8.923429-47.250286-11.995428-0.877714-2.194286-2.267429-250.221714-2.56-303.396572L402.285714 400.457143l0.731429-0.512c0.731429-18.651429 8.265143-38.034286 34.669714-33.645714z m-15.945143-273.408a475.282286 475.282286 0 0 1 533.869715 200.045714l27.501714-55.149714a25.014857 25.014857 0 1 1 44.690286 22.454857l-44.105143 88.283428a24.868571 24.868571 0 0 1-26.624 25.526858 24.868571 24.868571 0 0 1-8.192-0.804572l-99.547429-24.868571a25.014857 25.014857 0 0 1 12.068572-48.566857l46.445714 11.629714A425.252571 425.252571 0 0 0 123.245714 548.571429a25.014857 25.014857 0 0 1-50.029714 0 475.282286 475.282286 0 0 1 341.796571-456.265143z" fill="#3BA05C" p-id="22300"></path></svg>
--- a/src/interfaces/database/knowledge.ts
+++ b/src/interfaces/database/knowledge.ts
@@ -4,50 +4,68 @@ import type { IDocumentInfo } from './document';

 /**
 {
-        "avatar": "data:image/png;base64,iVBORw0K
-        "chunk_num": 1180,
-        "create_time": 1759986452748,
-        "description": "  213213",
-        "doc_num": 16,
-        "embd_id": "",
-        "id": "dcc2871aa4cd11f08d4116ac85b1de0a",
-        "language": "English",
-        "name": "k1123",
-        "pagerank": 0,
-        "parser_config": {
-            "auto_keywords": 0,
-            "auto_questions": 0,
-            "chunk_token_num": 512,
-            "delimiter": "\n",
-            "graphrag": {
-                "entity_types": [
-                    "organization",
-                    "person",
-                    "geo",
-                    "event",
-                    "category"
-                ],
-                "method": "light",
-                "use_graphrag": true
-            },
-            "html4excel": false,
-            "layout_recognize": "Plain Text",
-            "raptor": {
-                "max_cluster": 64,
-                "max_token": 256,
-                "prompt": "\u8bf7\u603b\u7ed3\u4ee5\u4e0b\u6bb5\u843d\u3002 \u5c0f\u5fc3\u6570\u5b57\uff0c\u4e0d\u8981\u7f16\u9020\u3002 \u6bb5\u843d\u5982\u4e0b\uff1a\n      {cluster_content}\n\u4ee5\u4e0a\u5c31\u662f\u4f60\u9700\u8981\u603b\u7ed3\u7684\u5185\u5bb9\u3002",
-                "random_seed": 0,
-                "threshold": 0.1,
-                "use_raptor": false
-            },
-            "topn_tags": 3
-        },
-        "parser_id": "naive",
-        "permission": "team",
-        "size": 56819092,
-        "token_num": 293067,
-        "update_time": 1760436169574
-    }
+  "code": 0,
+  "data": {
+    "avatar": null,
+    "chunk_num": 1,
+    "create_date": "Mon, 03 Nov 2025 10:39:46 GMT",
+    "create_time": 1762137586655,
+    "created_by": "cd77706ca4d811f0876d42010a8e0002",
+    "description": "  ",
+    "doc_num": 2,
+    "embd_id": "qwen3-embedding:4b@Ollama#cd77706ca4d811f0876d42010a8e0002",
+    "graphrag_task_finish_at": null,
+    "graphrag_task_id": null,
+    "id": "5c7b2afeb85e11f09ce242010a8e0004",
+    "language": "English",
+    "mindmap_task_finish_at": null,
+    "mindmap_task_id": null,
+    "name": "k1123",
+    "pagerank": 0,
+    "parser_config": {
+      "auto_keywords": 0,
+      "auto_questions": 0,
+      "chunk_token_num": 512,
+      "delimiter": "\n",
+      "graphrag": {
+        "entity_types": [
+          "organization",
+          "person",
+          "geo",
+          "event",
+          "category"
+        ],
+        "method": "light",
+        "use_graphrag": true
+      },
+      "html4excel": false,
+      "layout_recognize": "DeepDOC",
+      "raptor": {
+        "max_cluster": 64,
+        "max_token": 256,
+        "prompt": "Please summarize the following paragraphs. Be careful with the numbers, do not make things up. Paragraphs as following:\n      {cluster_content}\nThe above is the content you need to summarize.",
+        "random_seed": 0,
+        "threshold": 0.1,
+        "use_raptor": true
+      },
+      "toc_extraction": false,
+      "topn_tags": 3
+    },
+    "parser_id": "naive",
+    "permission": "me",
+    "pipeline_id": "",
+    "raptor_task_finish_at": null,
+    "raptor_task_id": null,
+    "similarity_threshold": 0.2,
+    "status": "1",
+    "tenant_id": "cd77706ca4d811f0876d42010a8e0002",
+    "token_num": 256,
+    "update_date": "Mon, 03 Nov 2025 16:30:55 GMT",
+    "update_time": 1762158655195,
+    "vector_similarity_weight": 0.3
+  },
+  "message": "success"
+}
 */


@@ -61,6 +79,8 @@ export interface IKnowledge {
  avatar?: any;
  /** 知识库中的文档块数量 */
  chunk_num: number;
+  /** 知识库Pagerank值 */
+  pagerank: number;
  /** 创建日期（字符串格式） */
  create_date: string;
  /** 创建时间戳 */
@@ -119,6 +139,10 @@ export interface IKnowledge {
  mindmap_task_finish_at?: string;
  /** 思维导图任务ID，可选 */
  mindmap_task_id?: string;
+  /** GraphRAG任务完成时间，可选 */
+  graphrag_task_finish_at?: string;
+  /** GraphRAG任务ID，可选 */
+  graphrag_task_id?: string;
 }

 /**
@@ -213,6 +237,8 @@ export interface IParserConfig {
  topn_tags?: number;
  /** GraphRAG配置，可选 */
  graphrag?: IGraphrag;
+  /** 目录提取配置，可选 */
+  toc_extraction?: boolean;
 }

 /**
--- a/src/locales/en.ts
+++ b/src/locales/en.ts
@@ -206,8 +206,10 @@ export default {
        autoQuestions: 'Auto Questions Extraction',
        enterQuestionCount: 'Enter question count',
        pdfParser: 'PDF Parser',
-        plainText: 'Plain Text',
+        plainText: 'Naive',
+        minerU: 'MinerU',
        experimental: 'Experimental',
+        tocEnhance: 'TOC Enhance',
        delimiter: 'Delimiter',
        enterDelimiter: 'Enter delimiter',
        embeddingModel: 'Embedding Model',
--- a/src/locales/zh.ts
+++ b/src/locales/zh.ts
@@ -191,6 +191,8 @@ export default {
        enterQuestionCount: '输入问题数量',
        pdfParser: 'PDF解析器',
        plainText: '纯文本',
+        minerU: 'MinerU',
+        tocEnhance: 'TOC Enhance',
        experimental: '实验性',
        delimiter: '分隔符',
        enterDelimiter: '请输入分隔符',
--- a/src/pages/Home.tsx
+++ b/src/pages/Home.tsx
@@ -175,9 +175,9 @@ const Home = () => {
            <CardContent>
              <CardTitle>Model Overview</CardTitle>
              <Box sx={{ display: 'flex', flexDirection: 'column', gap: '0.4rem', fontSize: '0.7rem' }}>
-                <Box>Embedding Model: <strong>text-embedding-3-large</strong></Box>
-                <Box>Generator: <strong>gpt-4o-mini</strong></Box>
-                <Box>Reranker: <strong>cross-encoder-v2</strong></Box>
+                <Box>Embedding Model: <Box component="strong" sx={{ fontWeight: 'bold' }}>text-embedding-3-large</Box></Box>
+                <Box>Generator: <Box component="strong" sx={{ fontWeight: 'bold' }}>gpt-4o-mini</Box></Box>
+                <Box>Reranker: <Box component="strong" sx={{ fontWeight: 'bold' }}>cross-encoder-v2</Box></Box>
                <Box>Chunking: 512 tokens</Box>
                <Box>Retriever Top-K: 8</Box>
              </Box>
--- a/src/pages/knowledge/components/ChunkMethodForm.tsx
+++ b/src/pages/knowledge/components/ChunkMethodForm.tsx
@@ -20,7 +20,6 @@ import {
  PresentationConfiguration,
  OneConfiguration,
  TagConfiguration,
-  ChunkMethodItem,
 } from '../configuration';

 // 配置组件映射表
--- a/src/pages/knowledge/components/GeneralForm.tsx
+++ b/src/pages/knowledge/components/GeneralForm.tsx
@@ -18,6 +18,8 @@ import {
  Delete as DeleteIcon,
 } from '@mui/icons-material';
 import { useTranslation } from 'react-i18next';
+import { EmbeddingModelItem } from '../configuration';
+import { PageRankItem, TagsItem } from '../configuration/common-items';

 interface GeneralFormProps {
  form?: UseFormReturn;
@@ -37,7 +39,7 @@ function GeneralForm({
  cancelButtonText,
 }: GeneralFormProps = {}) {
  const { t } = useTranslation();
-  
+
  const defaultSubmitButtonText = submitButtonText || t('common.save');
  const defaultCancelButtonText = cancelButtonText || t('common.cancel');
  // 优先使用props传递的form，否则使用FormProvider的context
@@ -47,9 +49,9 @@ function GeneralForm({
  } catch (error) {
    contextForm = null;
  }
-  
+
  const form = propForm || contextForm;
-  
+
  if (!form) {
    console.error('GeneralForm: No form context found. Component must be used within a FormProvider or receive a form prop.');
    return (
@@ -60,7 +62,7 @@ function GeneralForm({
      </Box>
    );
  }
-  
+
  const { control, watch, setValue, handleSubmit } = form;
  const fileInputRef = useRef<HTMLInputElement>(null);

@@ -94,7 +96,7 @@ function GeneralForm({
      </Typography>

      <Grid container spacing={3}>
-        <Grid size={{xs:12, md:6}}>
+        <Grid size={{ xs: 12, md: 6 }}>
          <Box sx={{ display: 'flex', flexDirection: 'row', alignItems: 'center', gap: 2 }}>
            <Avatar
              src={avatar}
@@ -103,7 +105,7 @@ function GeneralForm({
            >
              {!avatar && <PhotoCameraIcon sx={{ fontSize: 40 }} />}
            </Avatar>
-            
+
            <Box sx={{ display: 'flex', gap: 1 }}>
              <Button
                variant="outlined"
@@ -135,9 +137,9 @@ function GeneralForm({
        </Grid>

        {/* 表单字段 */}
-        <Grid size={{xs:12,md:8}}>
+        <Grid size={{ xs: 12, md: 8 }}>
          <Grid container spacing={2}>
-            <Grid size={{xs:12}}>
+            <Grid size={{ xs: 12 }}>
              <Controller
                name="name"
                control={control}
@@ -155,7 +157,7 @@ function GeneralForm({
              />
            </Grid>

-            <Grid size={{xs:12}}>
+            <Grid size={{ xs: 12 }}>
              <Controller
                name="description"
                control={control}
@@ -172,7 +174,7 @@ function GeneralForm({
              />
            </Grid>

-            <Grid size={{xs:12}}>
+            <Grid size={{ xs: 12 }}>
              <Controller
                name="permission"
                control={control}
@@ -188,7 +190,13 @@ function GeneralForm({
              />
            </Grid>
          </Grid>
+          <Grid size={{ xs: 12 }} sx={{ mt: 2 }}>
+            <EmbeddingModelItem />
+            <PageRankItem />
+            <TagsItem />
+          </Grid>
        </Grid>
+
      </Grid>

      {/* 表单操作按钮 - 仅在有onSubmit回调时显示 */}
--- a/src/pages/knowledge/configuration/audio.tsx
+++ b/src/pages/knowledge/configuration/audio.tsx
@@ -1,16 +1,72 @@
 import React from 'react';
-import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem, PageRankItem, AutoKeywordsItem, AutoQuestionsItem, TagsItem } from './common-items';
+import {
+  Box,
+  Typography,
+  Accordion,
+  AccordionSummary,
+  AccordionDetails,
+  Divider,
+} from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useFormContext } from 'react-hook-form';
+import { useTranslation } from 'react-i18next';
+import { ConfigurationFormContainer, MainContainer } from './configuration-form-container';
+import {
+  ChunkMethodItem,
+  AutoKeywordsItem,
+  AutoQuestionsItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems,
+} from './common-items';

 export function AudioConfiguration() {
+  const { formState: { errors } } = useFormContext();
+  const { t } = useTranslation();
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
-      <PageRankItem />
-      <AutoKeywordsItem />
-      <AutoQuestionsItem />
-      <TagsItem />
+      <MainContainer>
+        {/* 第一部分：basicConfig 基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            {/* 切片方法 */}
+            <Box sx={{ mb: 3 }}>
+              <ChunkMethodItem />
+            </Box>
+            <Divider />
+
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3, mt: 3 }}>
+              {/* 自动关键词提取 */}
+              <AutoKeywordsItem />
+              {/* 自动问题提取 */}
+              <AutoQuestionsItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </MainContainer>
    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/book.tsx
+++ b/src/pages/knowledge/configuration/book.tsx
@@ -1,61 +1,62 @@
 import React from 'react';
-import { ConfigurationFormContainer, MainContainer } from './configuration-form-container';
-import {
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useTranslation } from 'react-i18next';
+import { ConfigurationFormContainer } from './configuration-form-container';
+import { 
  ChunkMethodItem,
-  EmbeddingModelItem,
-  LayoutRecognizeItem,
-  PageRankItem,
-  AutoKeywordsItem,
-  AutoQuestionsItem,
-  UseRaptorItem,
-  RaptorPromptItem,
-  RaptorMaxTokenItem,
-  RaptorThresholdItem,
-  RaptorMaxClusterItem,
-  RaptorRandomSeedItem,
-  UseGraphragItem,
-  EntityTypesItem,
-  GraphragMethodItem,
-  EntityNormalizeItem,
-  CommunityReportItem,
-  TagsItem
+  ChunkTokenNumberItem,
+  DelimiterItem,
+  TOCEnhanceItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems
 } from './common-items';

 export function BookConfiguration() {
+  const { t } = useTranslation();
+
  return (
-    <MainContainer>
-      <ConfigurationFormContainer>
-        <ChunkMethodItem />
-        <LayoutRecognizeItem />
-        <EmbeddingModelItem />
-        <PageRankItem />
-      </ConfigurationFormContainer>
+    <ConfigurationFormContainer>
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 分块方法 */}
+              <ChunkMethodItem />
+              {/* 分块token数 */}
+              <ChunkTokenNumberItem />
+              {/* 分隔符 */}
+              <DelimiterItem />
+              {/* 目录增强 */}
+              <TOCEnhanceItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>

-      <ConfigurationFormContainer>
-        <AutoKeywordsItem />
-        <AutoQuestionsItem />
-      </ConfigurationFormContainer>
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>

-      <ConfigurationFormContainer>
-        <UseRaptorItem />
-        <RaptorPromptItem />
-        <RaptorMaxTokenItem />
-        <RaptorThresholdItem />
-        <RaptorMaxClusterItem />
-        <RaptorRandomSeedItem />
-      </ConfigurationFormContainer>
-
-      <ConfigurationFormContainer>
-        <UseGraphragItem />
-        <EntityTypesItem />
-        <GraphragMethodItem />
-        <EntityNormalizeItem />
-        <CommunityReportItem />
-      </ConfigurationFormContainer>
-
-      <ConfigurationFormContainer>
-        <TagsItem />
-      </ConfigurationFormContainer>
-    </MainContainer>
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </Box>
+    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/common-items.tsx
+++ b/src/pages/knowledge/configuration/common-items.tsx
@@ -46,6 +46,58 @@ const PARSER_OPTIONS = [
  { value: DOCUMENT_PARSER_TYPES.Tag, label: 'Tag', description: translate('knowledge.config.parser.tag') },
 ];

+/* ============================================================================
+ * 第一部分：基础配置 (Basic Configuration)
+ * ============================================================================ */
+
+/**
+ * 嵌入模型选择
+ */
+export function EmbeddingModelItem() {
+  const { control } = useFormContext();
+  const { t } = useTranslation();
+  const { options } = useEmbeddingModelOptions();
+
+  return (
+    <Box>
+      <Typography variant="subtitle1" sx={{ minWidth: 120 }}>
+        {t('knowledge.config.embeddingModel')}
+      </Typography>
+      <Box sx={{ flex: 1 }}>
+        <Controller
+          name="embd_id"
+          control={control}
+          render={({ field }) => (
+            <FormControl fullWidth variant="outlined">
+              <Select
+                {...field}
+              >
+                {options.map((group) => [
+                  <ListSubheader key={group.label}>{group.label}</ListSubheader>,
+                  ...group.options.map((option) => (
+                    <MenuItem key={option.value} value={option.value} disabled={option.disabled}>
+                      <Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
+                        <LlmSvgIcon
+                          name={getFactoryIconName(group.label as LLMFactory)}
+                          sx={{ width: 20, height: 20, color: 'primary.main' }}
+                        />
+                        {option.label}
+                      </Box>
+                    </MenuItem>
+                  ))
+                ])}
+              </Select>
+            </FormControl>
+          )}
+        />
+      </Box>
+    </Box>
+  );
+}
+
+/**
+ * 分块方法选择
+ */
 export function ChunkMethodItem() {
  const { control, formState: { errors } } = useFormContext();
  const parserIds = useSelectChunkMethodList();
@@ -97,78 +149,6 @@ export function ChunkMethodItem() {
  );
 }

-// 基于基础FormField组件的业务组合组件
-
-// 分块token数量配置
-export function ChunkTokenNumberItem() {
-  const { t } = useTranslation();
-  return (
-    <SliderInputFormField
-      name="parser_config.chunk_token_num"
-      label={t('knowledge.config.chunkTokenSize')}
-      min={64}
-      max={2048}
-      step={64}
-      defaultValue={512}
-      layout="horizontal"
-    />
-  );
-}
-
-// 页面排名配置
-export function PageRankItem() {
-  const { t } = useTranslation();
-  return (
-    <NumberInputFormField
-      name="parser_config.page_rank"
-      label={t('knowledge.config.pageRank')}
-      defaultValue={0}
-      min={0}
-      placeholder={t('knowledge.config.enterPageRank')}
-    />
-  );
-}
-
-// 自动关键词数量配置
-export function AutoKeywordsItem() {
-  const { t } = useTranslation();
-  return (
-    <NumberInputFormField
-      name="parser_config.auto_keywords"
-      label={t('knowledge.config.autoKeywords')}
-      defaultValue={0}
-      min={0}
-      placeholder={t('knowledge.config.enterKeywordCount')}
-    />
-  );
-}
-
-// 自动问题数量配置
-export function AutoQuestionsItem() {
-  const { t } = useTranslation();
-  return (
-    <NumberInputFormField
-      name="parser_config.auto_questions"
-      label={t('knowledge.config.autoQuestions')}
-      defaultValue={0}
-      min={0}
-      placeholder={t('knowledge.config.enterQuestionCount')}
-    />
-  );
-}
-
-// 表格转HTML开关
-export function HtmlForExcelItem() {
-  const { t } = useTranslation();
-  return (
-    <SwitchFormField
-      name="parser_config.html4excel"
-      label={t('knowledge.config.htmlForExcel')}
-      defaultValue={false}
-    />
-  );
-}
-
 // 标签集选择
 export function TagsItem() {
  const { t } = useTranslation();
@@ -188,6 +168,183 @@ export function TagsItem() {
  );
 }

+// 页面排名配置
+export function PageRankItem() {
+  const { t } = useTranslation();
+  return (
+    <NumberInputFormField
+      name="pagerank"
+      label={t('knowledge.config.pageRank')}
+      defaultValue={0}
+      min={0}
+      placeholder={t('knowledge.config.enterPageRank')}
+    />
+  );
+}
+
+// PDF解析器配置
+export function LayoutRecognizeItem() {
+  const { control, setValue, formState } = useFormContext();
+  const { t } = useTranslation();
+  const { getOptionsByModelType } = useLlmOptionsByModelType();
+
+  const { basicOptions, image2TextOptions } = useMemo(() => {
+    // 基础选项
+    const basicOptions = [
+      { value: 'DeepDOC', label: 'DeepDOC' },
+      { value: 'Plain Text', label: t('knowledge.config.plainText') },
+      { value: 'MinerU', label: t('knowledge.config.minerU') }
+    ];
+
+    // 获取图像转文本模型选项
+    const image2TextOptions = getOptionsByModelType(LLM_MODEL_TYPES.Image2text);
+
+    return { basicOptions, image2TextOptions };
+  }, [getOptionsByModelType, t]);
+
+  return (
+    <Box>
+      <Typography variant="subtitle1" sx={{ minWidth: 120 }}>
+        {t('knowledge.config.pdfParser')}
+      </Typography>
+      <Box sx={{ flex: 1 }}>
+        <Controller
+          name="parser_config.layout_recognize"
+          control={control}
+          render={({ field }) => {
+            // 设置默认值
+            if (typeof field.value === 'undefined') {
+              const defaultValue = formState.defaultValues?.parser_config?.layout_recognize ?? 'DeepDOC';
+              setValue('parser_config.layout_recognize', defaultValue);
+            }
+
+            return (
+              <FormControl fullWidth variant="outlined">
+                <Select {...field}>
+                  {/* 基础选项 */}
+                  {basicOptions.map((option) => (
+                    <MenuItem key={option.value} value={option.value}>
+                      {option.label}
+                    </MenuItem>
+                  ))}
+                  
+                  {/* 图像转文本模型选项 - 带分组和图标 */}
+                  {image2TextOptions.map((group) => [
+                    <ListSubheader key={group.label}>{group.label}</ListSubheader>,
+                    ...group.options.map((option) => (
+                      <MenuItem key={option.value} value={option.value} disabled={option.disabled}>
+                        <Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
+                          <LlmSvgIcon
+                            name={getFactoryIconName(group.label as LLMFactory)}
+                            sx={{ width: 20, height: 20, color: 'primary.main' }}
+                          />
+                          {option.label} 
+                          <Typography variant="caption" color="error.main">
+                            {t('knowledge.config.experimental')}
+                          </Typography>
+                        </Box>
+                      </MenuItem>
+                    ))
+                  ])}
+                </Select>
+              </FormControl>
+            );
+          }}
+        />
+      </Box>
+    </Box>
+  );
+}
+
+// 文本分段标识符配置
+export function DelimiterItem() {
+  const { t } = useTranslation();
+  return (
+    <TextFormField
+      name="parser_config.delimiter"
+      label={t('knowledge.config.delimiter')}
+      placeholder={t('knowledge.config.enterDelimiter')}
+      defaultValue="\n"
+    />
+  );
+}
+
+// 分块token数量配置
+export function ChunkTokenNumberItem() {
+  const { t } = useTranslation();
+  return (
+    <SliderInputFormField
+      name="parser_config.chunk_token_num"
+      label={t('knowledge.config.chunkTokenSize')}
+      min={64}
+      max={2048}
+      step={64}
+      defaultValue={512}
+      layout="horizontal"
+    />
+  );
+}
+
+// 自动关键词数量配置
+export function AutoKeywordsItem() {
+  const { t } = useTranslation();
+  return (
+    <SliderInputFormField
+      name="parser_config.auto_keywords"
+      label={t('knowledge.config.autoKeywords')}
+      defaultValue={0}
+      step={1}
+      max={30}
+      min={0}
+    />
+  );
+}
+
+// 自动问题数量配置
+export function AutoQuestionsItem() {
+  const { t } = useTranslation();
+  return (
+    <SliderInputFormField
+      name="parser_config.auto_questions"
+      label={t('knowledge.config.autoQuestions')}
+      defaultValue={0}
+      step={1}
+      max={30}
+      min={0}
+    />
+  );
+}
+
+// 表格转HTML开关
+export function HtmlForExcelItem() {
+  const { t } = useTranslation();
+  return (
+    <SwitchFormField
+      name="parser_config.html4excel"
+      label={t('knowledge.config.htmlForExcel')}
+      defaultValue={false}
+    />
+  );
+}
+
+/**
+ * 目录增强开关
+ */
+export function TOCEnhanceItem() {
+  const { t } = useTranslation();
+  return (
+    <SwitchFormField
+      name="parser_config.toc_extraction"
+      label={t('knowledge.config.tocEnhance')}
+      defaultValue={false}
+    />
+  );
+}
+
+/* ============================================================================
+ * 第二部分：RAPTOR策略 (RAPTOR Strategy)
+ * ============================================================================ */
+
 // RAPTOR策略开关
 export function UseRaptorItem() {
  const { t } = useTranslation();
@@ -221,7 +378,7 @@ export function RaptorMaxTokenItem() {
      name="parser_config.raptor.max_token"
      label={t('knowledge.config.maxTokens')}
      min={64}
-      max={512}
+      max={2048}
      step={32}
      defaultValue={256}
      layout="horizontal"
@@ -253,7 +410,7 @@ export function RaptorMaxClusterItem() {
      name="parser_config.raptor.max_cluster"
      label={t('knowledge.config.maxClusterCount')}
      min={16}
-      max={128}
+      max={1024}
      step={16}
      defaultValue={64}
      layout="horizontal"
@@ -274,6 +431,10 @@ export function RaptorRandomSeedItem() {
  );
 }

+/* ============================================================================
+ * 第三部分：知识图谱 (Knowledge Graph)
+ * ============================================================================ */
+
 // 知识图谱开关
 export function UseGraphragItem() {
  const { t } = useTranslation();
@@ -345,108 +506,44 @@ export function CommunityReportItem() {
  );
 }

-export function EmbeddingModelItem() {
-  const { control } = useFormContext();
-  const { t } = useTranslation();
-  const { options } = useEmbeddingModelOptions();
+/* ============================================================================
+ * 组合配置组件 (Composite Configuration Components)
+ * ============================================================================ */

+// RAPTOR策略配置项组合
+export function RaptorConfigItems() {
  return (
-    <Box>
-      <Typography variant="subtitle1" sx={{ minWidth: 120 }}>
-        {t('knowledge.config.embeddingModel')}
-      </Typography>
-      <Box sx={{ flex: 1 }}>
-        <Controller
-          name="embd_id"
-          control={control}
-          render={({ field }) => (
-            <FormControl fullWidth variant="outlined">
-              <Select
-                {...field}
-              >
-                {options.map((group) => [
-                  <ListSubheader key={group.label}>{group.label}</ListSubheader>,
-                  ...group.options.map((option) => (
-                    <MenuItem key={option.value} value={option.value} disabled={option.disabled}>
-                      <Box sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
-                        <LlmSvgIcon
-                          name={getFactoryIconName(group.label as LLMFactory)}
-                          sx={{ width: 20, height: 20, color: 'primary.main' }}
-                        />
-                        {option.label}
-                      </Box>
-                    </MenuItem>
-                  ))
-                ])}
-              </Select>
-            </FormControl>
-          )}
-        />
-      </Box>
+    <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+      {/* 使用召回增强RAPTOR策略 */}
+      <UseRaptorItem />
+      {/* 提示词 */}
+      <RaptorPromptItem />
+      {/* 最大token数 */}
+      <RaptorMaxTokenItem />
+      {/* 阈值 */}
+      <RaptorThresholdItem />
+      {/* 最大聚类数 */}
+      <RaptorMaxClusterItem />
+      {/* 随机种子 */}
+      <RaptorRandomSeedItem />
    </Box>
  );
 }

-// PDF解析器配置
-export function LayoutRecognizeItem() {
-  const { control, setValue, formState } = useFormContext();
-  const { t } = useTranslation();
-  const { getOptionsByModelType } = useLlmOptionsByModelType();
-
-  const options = useMemo(() => {
-    // 基础选项
-    const basicOptions = [
-      { value: 'DeepDOC', label: 'DeepDOC' },
-      { value: 'Plain Text', label: t('knowledge.config.plainText') }
-    ];
-
-    // 获取图像转文本模型选项
-    const image2TextOptions = getOptionsByModelType(LLM_MODEL_TYPES.Image2text);
-    
-    // 将图像转文本模型选项转换为SelectOption格式
-    const image2TextSelectOptions = image2TextOptions.flatMap(group => 
-      group.options.map(option => ({
-        value: option.value,
-        label: `${option.label} (${t('knowledge.config.experimental')})`
-      }))
-    );
-
-    return [...basicOptions, ...image2TextSelectOptions];
-  }, [getOptionsByModelType, t]);
-
+// 知识图谱配置项组合
+export function KnowledgeGraphConfigItems() {
  return (
-    <Controller
-      name="parser_config.layout_recognize"
-      control={control}
-      render={({ field }) => {
-        // 设置默认值
-        if (typeof field.value === 'undefined') {
-          const defaultValue = formState.defaultValues?.parser_config?.layout_recognize ?? 'DeepDOC';
-          setValue('parser_config.layout_recognize', defaultValue);
-        }
-
-        return (
-          <SelectFormField
-            name="parser_config.layout_recognize"
-            label={t('knowledge.config.pdfParser')}
-            options={options}
-            defaultValue="DeepDOC"
-          />
-        );
-      }}
-    />
+    <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+      {/* 提取知识图谱 */}
+      <UseGraphragItem />
+      {/* 实体类型 */}
+      <EntityTypesItem />
+      {/* 方法 */}
+      <GraphragMethodItem />
+      {/* 实体归一化 */}
+      <EntityNormalizeItem />
+      {/* 社区报告生成 */}
+      <CommunityReportItem />
+    </Box>
  );
 }
-
-// 文本分段标识符配置
-export function DelimiterItem() {
-  const { t } = useTranslation();
-  return (
-    <TextFormField
-      name="parser_config.delimiter"
-      label={t('knowledge.config.delimiter')}
-      placeholder={t('knowledge.config.enterDelimiter')}
-      defaultValue="\n!?。；！？"
-    />
-  );
-}
--- a/src/pages/knowledge/configuration/configuration-form-container.tsx
+++ b/src/pages/knowledge/configuration/configuration-form-container.tsx
@@ -5,10 +5,7 @@ interface ConfigurationFormContainerProps extends PropsWithChildren {
  className?: string;
 }

-export function ConfigurationFormContainer({
-  children,
-  className,
-}: ConfigurationFormContainerProps) {
+export function ConfigurationFormContainer({ children, className }: ConfigurationFormContainerProps) {
  return (
    <Paper
      elevation={0}
--- a/src/pages/knowledge/configuration/email.tsx
+++ b/src/pages/knowledge/configuration/email.tsx
@@ -1,16 +1,53 @@
 import React from 'react';
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem, PageRankItem, AutoKeywordsItem, AutoQuestionsItem, TagsItem } from './common-items';
+import { 
+  ChunkMethodItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems
+} from './common-items';

 export function EmailConfiguration() {
+  const { t } = useTranslation();
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
-      <PageRankItem />
-      <AutoKeywordsItem />
-      <AutoQuestionsItem />
-      <TagsItem />
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 分块方法 */}
+              <ChunkMethodItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </Box>
    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/index.tsx
+++ b/src/pages/knowledge/configuration/index.tsx
@@ -1,11 +1,11 @@
 // 配置组件统一导出
-export { NaiveConfiguration } from './naive';
-export { QAConfiguration } from './qa';
-export { PaperConfiguration } from './paper';
 export { ChunkMethodItem, EmbeddingModelItem } from './common-items';
 export { ConfigurationFormContainer, MainContainer } from './configuration-form-container';

 // 所有解析器配置组件
+export { NaiveConfiguration } from './naive';
+export { QAConfiguration } from './qa';
+export { PaperConfiguration } from './paper';
 export { AudioConfiguration } from './audio';
 export { BookConfiguration } from './book';
 export { EmailConfiguration } from './email';
--- a/src/pages/knowledge/configuration/knowledge-graph.tsx
+++ b/src/pages/knowledge/configuration/knowledge-graph.tsx
@@ -1,39 +1,108 @@
 import React from 'react';
+import {
+  Box,
+  Typography,
+  Accordion,
+  AccordionSummary,
+  AccordionDetails,
+  Divider,
+} from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useFormContext } from 'react-hook-form';
 import { useTranslation } from 'react-i18next';
-import { ChunkMethodItem, EmbeddingModelItem } from './common-items';
-import { Box, Typography } from '@mui/material';
+import { ConfigurationFormContainer, MainContainer } from './configuration-form-container';
+import {
+  ChunkMethodItem,
+  EmbeddingModelItem,
+  AutoKeywordsItem,
+  AutoQuestionsItem,
+  UseRaptorItem,
+  RaptorPromptItem,
+  RaptorMaxTokenItem,
+  RaptorThresholdItem,
+  RaptorMaxClusterItem,
+  RaptorRandomSeedItem,
+  UseGraphragItem,
+  EntityTypesItem,
+  GraphragMethodItem,
+  EntityNormalizeItem,
+  CommunityReportItem,
+} from './common-items';

 export function KnowledgeGraphConfiguration() {
+  const { formState: { errors } } = useFormContext();
  const { t } = useTranslation();
-  
+
  return (
-    <>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
+    <ConfigurationFormContainer>
+      <MainContainer>
+        {/* 第一部分：basicConfig 基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            {/* 切片方法 */}
+            <Box sx={{ mb: 3 }}>
+              <ChunkMethodItem />
+            </Box>
+            <Divider />

-      <Box sx={{ mb: 2 }}>
-        <Typography variant="body2" color="text.secondary">
-          {t('knowledge.config.pageRankConfigTodo')}
-        </Typography>
-      </Box>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3, mt: 3 }}>
+              {/* 嵌入模型 */}
+              <EmbeddingModelItem />
+              {/* 自动关键词提取 */}
+              <AutoKeywordsItem />
+              {/* 自动问题提取 */}
+              <AutoQuestionsItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>

-      <Box sx={{ mb: 2 }}>
-        <Typography variant="body2" color="text.secondary">
-          {t('knowledge.config.entityTypeConfigTodo')}
-        </Typography>
-      </Box>
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 使用召回增强RAPTOR策略 */}
+              <UseRaptorItem />
+              {/* 提示词 */}
+              <RaptorPromptItem />
+              {/* 最大token数 */}
+              <RaptorMaxTokenItem />
+              {/* 阈值 */}
+              <RaptorThresholdItem />
+              {/* 最大聚类数 */}
+              <RaptorMaxClusterItem />
+              {/* 随机种子 */}
+              <RaptorRandomSeedItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>

-      <Box sx={{ mb: 2 }}>
-        <Typography variant="body2" color="text.secondary">
-          {t('knowledge.config.maxTokenConfigTodo')}
-        </Typography>
-      </Box>
-
-      <Box sx={{ mb: 2 }}>
-        <Typography variant="body2" color="text.secondary">
-          {t('knowledge.config.delimiterConfigTodo')}
-        </Typography>
-      </Box>
-    </>
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 提取知识图谱 */}
+              <UseGraphragItem />
+              {/* 实体类型 */}
+              <EntityTypesItem />
+              {/* 方法 */}
+              <GraphragMethodItem />
+              {/* 实体归一化 */}
+              <EntityNormalizeItem />
+              {/* 社区报告生成 */}
+              <CommunityReportItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+      </MainContainer>
+    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/laws.tsx
+++ b/src/pages/knowledge/configuration/laws.tsx
@@ -1,16 +1,53 @@
 import React from 'react';
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem, PageRankItem, AutoKeywordsItem, AutoQuestionsItem, TagsItem } from './common-items';
+import { 
+  ChunkMethodItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems
+} from './common-items';

 export function LawsConfiguration() {
+  const { t } = useTranslation();
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
-      <PageRankItem />
-      <AutoKeywordsItem />
-      <AutoQuestionsItem />
-      <TagsItem />
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 分块方法 */}
+              <ChunkMethodItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </Box>
    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/manual.tsx
+++ b/src/pages/knowledge/configuration/manual.tsx
@@ -1,12 +1,21 @@
 import React from 'react';
+import {
+  Box,
+  Typography,
+  Accordion,
+  AccordionSummary,
+  AccordionDetails,
+  Divider,
+} from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useFormContext } from 'react-hook-form';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer, MainContainer } from './configuration-form-container';
 import {
  ChunkMethodItem,
-  EmbeddingModelItem,
  ChunkTokenNumberItem,
  DelimiterItem,
  LayoutRecognizeItem,
-  PageRankItem,
  AutoKeywordsItem,
  AutoQuestionsItem,
  HtmlForExcelItem,
@@ -21,47 +30,60 @@ import {
  GraphragMethodItem,
  EntityNormalizeItem,
  CommunityReportItem,
-  TagsItem
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems,
 } from './common-items';

 export function ManualConfiguration() {
+  const { formState: { errors } } = useFormContext();
+  const { t } = useTranslation();
+
  return (
-    <MainContainer>
-      <ConfigurationFormContainer>
-        <ChunkMethodItem />
-        <ChunkTokenNumberItem />
-        <DelimiterItem />
-        <LayoutRecognizeItem />
-        <EmbeddingModelItem />
-      </ConfigurationFormContainer>
+    <ConfigurationFormContainer>
+      <MainContainer>
+        {/* 第一部分：basicConfig 基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            {/* 切片方法 */}
+            <Box sx={{ mb: 3 }}>
+              <ChunkMethodItem />
+            </Box>
+            <Divider />

-      <ConfigurationFormContainer>
-        <PageRankItem />
-        <AutoKeywordsItem />
-        <AutoQuestionsItem />
-        <HtmlForExcelItem />
-      </ConfigurationFormContainer>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3, mt: 3 }}>
+              {/* 版面识别 */}
+              <LayoutRecognizeItem />
+              {/* 自动关键词提取 */}
+              <AutoKeywordsItem />
+              {/* 自动问题提取 */}
+              <AutoQuestionsItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>

-      <ConfigurationFormContainer>
-        <UseRaptorItem />
-        <RaptorPromptItem />
-        <RaptorMaxTokenItem />
-        <RaptorThresholdItem />
-        <RaptorMaxClusterItem />
-        <RaptorRandomSeedItem />
-      </ConfigurationFormContainer>
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>

-      <ConfigurationFormContainer>
-        <UseGraphragItem />
-        <EntityTypesItem />
-        <GraphragMethodItem />
-        <EntityNormalizeItem />
-        <CommunityReportItem />
-      </ConfigurationFormContainer>
-
-      <ConfigurationFormContainer>
-        <TagsItem />
-      </ConfigurationFormContainer>
-    </MainContainer>
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems /> 
+          </AccordionDetails>
+        </Accordion>
+      </MainContainer>
+    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/naive.tsx
+++ b/src/pages/knowledge/configuration/naive.tsx
@@ -5,6 +5,7 @@ import {
  Accordion,
  AccordionSummary,
  AccordionDetails,
+  Divider,
 } from '@mui/material';
 import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
 import { useFormContext } from 'react-hook-form';
@@ -12,26 +13,15 @@ import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer, MainContainer } from './configuration-form-container';
 import {
  ChunkMethodItem,
-  EmbeddingModelItem,
  ChunkTokenNumberItem,
-  PageRankItem,
  AutoKeywordsItem,
  AutoQuestionsItem,
  HtmlForExcelItem,
-  TagsItem,
-  UseRaptorItem,
-  RaptorPromptItem,
-  RaptorMaxTokenItem,
-  RaptorThresholdItem,
-  RaptorMaxClusterItem,
-  RaptorRandomSeedItem,
-  UseGraphragItem,
-  EntityTypesItem,
-  GraphragMethodItem,
-  EntityNormalizeItem,
-  CommunityReportItem,
  LayoutRecognizeItem,
-  DelimiterItem
+  DelimiterItem,
+  TOCEnhanceItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems
 } from './common-items';

 export function NaiveConfiguration() {
@@ -41,105 +31,58 @@ export function NaiveConfiguration() {
  return (
    <ConfigurationFormContainer>
      <MainContainer>
-        {/* 第一部分：基础配置 */}
+        {/* 第一部分：basicConfig 基础配置 */}
        <Accordion defaultExpanded>
          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
          </AccordionSummary>
          <AccordionDetails>
-            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
-              {/* 切片方法 */}
+            {/* 切片方法 */}
+            <Box sx={{ mb: 3 }}>
              <ChunkMethodItem />
+            </Box>
+            <Divider />

+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3, mt: 3 }}>
              {/* PDF解析器 */}
              <LayoutRecognizeItem />
-
-              {/* 嵌入模型 */}
-              <EmbeddingModelItem />
-
              {/* 建议文本块大小 */}
              <ChunkTokenNumberItem />
-
              {/* 文本分段标识符 */}
              <DelimiterItem />
-            </Box>
-          </AccordionDetails>
-        </Accordion>
-
-        {/* 第二部分：页面排名和自动提取 */}
-        <Accordion defaultExpanded>
-          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
-            <Typography variant="h6">{t('knowledge.config.pageRankAndAutoExtract')}</Typography>
-          </AccordionSummary>
-          <AccordionDetails>
-            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
-              {/* 页面排名 */}
-              <PageRankItem />
-
+              {/* 目录增强 */}
+              <TOCEnhanceItem />
              {/* 自动关键词提取 */}
              <AutoKeywordsItem />
-
              {/* 自动问题提取 */}
              <AutoQuestionsItem />
-
              {/* 表格转HTML */}
              <HtmlForExcelItem />
-
-              {/* 标签集 */}
-              <TagsItem />
            </Box>
          </AccordionDetails>
        </Accordion>

-        {/* 第三部分：RAPTOR策略 */}
+        {/* 第二部分：RAPTOR策略 */}
        <Accordion>
          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
          </AccordionSummary>
          <AccordionDetails>
            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
-              {/* 使用召回增强RAPTOR策略 */}
-              <UseRaptorItem />
-
-              {/* 提示词 */}
-              <RaptorPromptItem />
-
-              {/* 最大token数 */}
-              <RaptorMaxTokenItem />
-
-              {/* 阈值 */}
-              <RaptorThresholdItem />
-
              {/* 最大聚类数 */}
-              <RaptorMaxClusterItem />
-
-              {/* 随机种子 */}
-              <RaptorRandomSeedItem />
+              <RaptorConfigItems />
            </Box>
          </AccordionDetails>
        </Accordion>

-        {/* 第四部分：知识图谱 */}
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
        <Accordion>
          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
          </AccordionSummary>
          <AccordionDetails>
            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
-              {/* 提取知识图谱 */}
-              <UseGraphragItem />
-
-              {/* 实体类型 */}
-              <EntityTypesItem />
-
-              {/* 方法 */}
-              <GraphragMethodItem />
-
-              {/* 实体归一化 */}
-              <EntityNormalizeItem />
-
-              {/* 社区报告生成 */}
-              <CommunityReportItem />
+              <KnowledgeGraphConfigItems />
            </Box>
          </AccordionDetails>
        </Accordion>
--- a/src/pages/knowledge/configuration/one.tsx
+++ b/src/pages/knowledge/configuration/one.tsx
@@ -1,67 +1,78 @@
 import React from 'react';
+import {
+  Box,
+  Typography,
+  Accordion,
+  AccordionSummary,
+  AccordionDetails,
+  Divider,
+} from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useFormContext } from 'react-hook-form';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer, MainContainer } from './configuration-form-container';
 import {
  ChunkMethodItem,
-  EmbeddingModelItem,
  ChunkTokenNumberItem,
  DelimiterItem,
  LayoutRecognizeItem,
-  PageRankItem,
  AutoKeywordsItem,
  AutoQuestionsItem,
  HtmlForExcelItem,
-  UseRaptorItem,
-  RaptorPromptItem,
-  RaptorMaxTokenItem,
-  RaptorThresholdItem,
-  RaptorMaxClusterItem,
-  RaptorRandomSeedItem,
-  UseGraphragItem,
-  EntityTypesItem,
-  GraphragMethodItem,
-  EntityNormalizeItem,
-  CommunityReportItem,
-  TagsItem
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems,
 } from './common-items';

 export function OneConfiguration() {
+  const { formState: { errors } } = useFormContext();
+  const { t } = useTranslation();
+
  return (
-    <MainContainer>
-      <ConfigurationFormContainer>
-        <ChunkMethodItem />
-        <ChunkTokenNumberItem />
-        <DelimiterItem />
-        <LayoutRecognizeItem />
-        <EmbeddingModelItem />
-      </ConfigurationFormContainer>
+    <ConfigurationFormContainer>
+      <MainContainer>
+        {/* 第一部分：basicConfig 基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            {/* 切片方法 */}
+            <Box sx={{ mb: 3 }}>
+              <ChunkMethodItem />
+            </Box>
+            <Divider />

-      <ConfigurationFormContainer>
-        <PageRankItem />
-        <AutoKeywordsItem />
-        <AutoQuestionsItem />
-        <HtmlForExcelItem />
-      </ConfigurationFormContainer>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3, mt: 3 }}>
+              {/* 版面识别 */}
+              <LayoutRecognizeItem />
+              {/* 自动关键词提取 */}
+              <AutoKeywordsItem />
+              {/* 自动问题提取 */}
+              <AutoQuestionsItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>

-      <ConfigurationFormContainer>
-        <UseRaptorItem />
-        <RaptorPromptItem />
-        <RaptorMaxTokenItem />
-        <RaptorThresholdItem />
-        <RaptorMaxClusterItem />
-        <RaptorRandomSeedItem />
-      </ConfigurationFormContainer>
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>

-      <ConfigurationFormContainer>
-        <UseGraphragItem />
-        <EntityTypesItem />
-        <GraphragMethodItem />
-        <EntityNormalizeItem />
-        <CommunityReportItem />
-      </ConfigurationFormContainer>
-
-      <ConfigurationFormContainer>
-        <TagsItem />
-      </ConfigurationFormContainer>
-    </MainContainer>
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </MainContainer>
+    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/paper.tsx
+++ b/src/pages/knowledge/configuration/paper.tsx
@@ -1,61 +1,75 @@
 import React from 'react';
+import {
+  Box,
+  Typography,
+  Accordion,
+  AccordionSummary,
+  AccordionDetails,
+  Divider,
+} from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useFormContext } from 'react-hook-form';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer, MainContainer } from './configuration-form-container';
 import {
  ChunkMethodItem,
-  EmbeddingModelItem,
  LayoutRecognizeItem,
-  PageRankItem,
  AutoKeywordsItem,
  AutoQuestionsItem,
-  UseRaptorItem,
-  RaptorPromptItem,
-  RaptorMaxTokenItem,
-  RaptorThresholdItem,
-  RaptorMaxClusterItem,
-  RaptorRandomSeedItem,
-  UseGraphragItem,
-  EntityTypesItem,
-  GraphragMethodItem,
-  EntityNormalizeItem,
-  CommunityReportItem,
-  TagsItem
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems,
 } from './common-items';

 export function PaperConfiguration() {
+  const { formState: { errors } } = useFormContext();
+  const { t } = useTranslation();
+
  return (
-    <MainContainer>
-      <ConfigurationFormContainer>
-        <ChunkMethodItem />
-        <LayoutRecognizeItem />
-        <EmbeddingModelItem />
-        <PageRankItem />
-      </ConfigurationFormContainer>
+    <ConfigurationFormContainer>
+      <MainContainer>
+        {/* 第一部分：basicConfig 基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            {/* 切片方法 */}
+            <Box sx={{ mb: 3 }}>
+              <ChunkMethodItem />
+            </Box>
+            <Divider />

-      <ConfigurationFormContainer>
-        <AutoKeywordsItem />
-        <AutoQuestionsItem />
-      </ConfigurationFormContainer>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3, mt: 3 }}>
+              {/* 版面识别 */}
+              <LayoutRecognizeItem />
+              {/* 自动关键词提取 */}
+              <AutoKeywordsItem />
+              {/* 自动问题提取 */}
+              <AutoQuestionsItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>

-      <ConfigurationFormContainer>
-        <UseRaptorItem />
-        <RaptorPromptItem />
-        <RaptorMaxTokenItem />
-        <RaptorThresholdItem />
-        <RaptorMaxClusterItem />
-        <RaptorRandomSeedItem />
-      </ConfigurationFormContainer>
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>

-      <ConfigurationFormContainer>
-        <UseGraphragItem />
-        <EntityTypesItem />
-        <GraphragMethodItem />
-        <EntityNormalizeItem />
-        <CommunityReportItem />
-      </ConfigurationFormContainer>
-
-      <ConfigurationFormContainer>
-        <TagsItem />
-      </ConfigurationFormContainer>
-    </MainContainer>
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </MainContainer>
+    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/picture.tsx
+++ b/src/pages/knowledge/configuration/picture.tsx
@@ -1,16 +1,53 @@
 import React from 'react';
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem, PageRankItem, AutoKeywordsItem, AutoQuestionsItem, TagsItem } from './common-items';
+import { 
+  ChunkMethodItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems
+} from './common-items';

 export function PictureConfiguration() {
+  const { t } = useTranslation();
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
-      <PageRankItem />
-      <AutoKeywordsItem />
-      <AutoQuestionsItem />
-      <TagsItem />
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 分块方法 */}
+              <ChunkMethodItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </Box>
    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/presentation.tsx
+++ b/src/pages/knowledge/configuration/presentation.tsx
@@ -1,16 +1,66 @@
 import React from 'react';
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails, Divider } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem, PageRankItem, AutoKeywordsItem, AutoQuestionsItem, TagsItem } from './common-items';
+import {
+  ChunkMethodItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems,
+  LayoutRecognizeItem,
+  AutoKeywordsItem,
+  AutoQuestionsItem
+} from './common-items';

 export function PresentationConfiguration() {
+  const { t } = useTranslation();
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
-      <PageRankItem />
-      <AutoKeywordsItem />
-      <AutoQuestionsItem />
-      <TagsItem />
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            {/* 切片方法 */}
+            <Box sx={{ mb: 3 }}>
+              <ChunkMethodItem />
+            </Box>
+            <Divider />
+
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3, mt: 3 }}>
+              {/* 版面识别 */}
+              <LayoutRecognizeItem />
+              {/* 自动关键词提取 */}
+              <AutoKeywordsItem />
+              {/* 自动问题提取 */}
+              <AutoQuestionsItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </Box>
    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/qa.tsx
+++ b/src/pages/knowledge/configuration/qa.tsx
@@ -1,14 +1,53 @@
 import React from 'react';
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem, PageRankItem, TagsItem } from './common-items';
+import { 
+  ChunkMethodItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems
+} from './common-items';

 export function QAConfiguration() {
+  const { t } = useTranslation();
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
-      <PageRankItem />
-      <TagsItem />
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 分块方法 */}
+              <ChunkMethodItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </Box>
    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/resume.tsx
+++ b/src/pages/knowledge/configuration/resume.tsx
@@ -1,16 +1,53 @@
 import React from 'react';
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem, PageRankItem, AutoKeywordsItem, AutoQuestionsItem, TagsItem } from './common-items';
+import { 
+  ChunkMethodItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems
+} from './common-items';

 export function ResumeConfiguration() {
+  const { t } = useTranslation();
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
-      <PageRankItem />
-      <AutoKeywordsItem />
-      <AutoQuestionsItem />
-      <TagsItem />
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 分块方法 */}
+              <ChunkMethodItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </Box>
    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/table.tsx
+++ b/src/pages/knowledge/configuration/table.tsx
@@ -1,16 +1,53 @@
 import React from 'react';
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
+import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem, PageRankItem, AutoKeywordsItem, AutoQuestionsItem, TagsItem } from './common-items';
+import { 
+  ChunkMethodItem,
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems
+} from './common-items';

 export function TableConfiguration() {
+  const { t } = useTranslation();
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
-      <PageRankItem />
-      <AutoKeywordsItem />
-      <AutoQuestionsItem />
-      <TagsItem />
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+              {/* 分块方法 */}
+              <ChunkMethodItem />
+            </Box>
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
+      </Box>
    </ConfigurationFormContainer>
  );
 }
--- a/src/pages/knowledge/configuration/tag.tsx
+++ b/src/pages/knowledge/configuration/tag.tsx
@@ -1,21 +1,56 @@
 import React from 'react';
+import { Box, Typography, Accordion, AccordionSummary, AccordionDetails, Divider } from '@mui/material';
+import { ExpandMore as ExpandMoreIcon } from '@mui/icons-material';
 import { useTranslation } from 'react-i18next';
 import { ConfigurationFormContainer } from './configuration-form-container';
-import { ChunkMethodItem, EmbeddingModelItem } from './common-items';
-import { Box, Typography } from '@mui/material';
+import {
+  RaptorConfigItems,
+  KnowledgeGraphConfigItems,
+  ChunkMethodItem,
+  LayoutRecognizeItem,
+  AutoKeywordsItem,
+  AutoQuestionsItem
+} from './common-items';

 export function TagConfiguration() {
  const { t } = useTranslation();
-  
+
  return (
    <ConfigurationFormContainer>
-      <ChunkMethodItem />
-      <EmbeddingModelItem />
+      <Box sx={{ display: 'flex', flexDirection: 'column', gap: 3 }}>
+        {/* 第一部分：基础配置 */}
+        <Accordion defaultExpanded>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.basicConfig')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            {/* 切片方法 */}
+            <Box sx={{ mb: 3 }}>
+              <ChunkMethodItem />
+            </Box>
+            <Divider />
+          </AccordionDetails>
+        </Accordion>

-      <Box sx={{ mb: 2 }}>
-        <Typography variant="body2" color="text.secondary">
-          {t('knowledge.config.pageRankConfigTodo')}
-        </Typography>
+        {/* 第二部分：RAPTOR策略 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.raptorStrategy')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <RaptorConfigItems />
+          </AccordionDetails>
+        </Accordion>
+
+        {/* 第三部分：Knowledge Graph 知识图谱 */}
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <Typography variant="h6">{t('knowledge.config.knowledgeGraph')}</Typography>
+          </AccordionSummary>
+          <AccordionDetails>
+            <KnowledgeGraphConfigItems />
+          </AccordionDetails>
+        </Accordion>
      </Box>
    </ConfigurationFormContainer>
  );
--- a/src/pages/knowledge/create.tsx
+++ b/src/pages/knowledge/create.tsx
@@ -25,14 +25,7 @@ import GeneralForm from './components/GeneralForm';
 import ChunkMethodForm from './components/ChunkMethodForm';
 import { useSnackbar } from '@/components/Provider/SnackbarProvider';
 import { DOCUMENT_PARSER_TYPES } from '@/constants/knowledge';
-
-// 统一表单数据类型
-interface BaseFormData {
-  name: string;
-  description: string;
-  permission: string;
-  avatar?: string;
-}
+import logger from '@/utils/logger';

 function KnowledgeBaseCreate() {
  const navigate = useNavigate();
@@ -63,11 +56,12 @@ function KnowledgeBaseCreate() {
      description: '',
      permission: 'me',
      avatar: undefined,
+      pagerank: 0,
      parser_id: DOCUMENT_PARSER_TYPES.Naive,
-      embd_id: 'text-embedding-v3@Tongyi-Qianwen',
+      embd_id: '',
      parser_config: {
        chunk_token_num: 512,
-        delimiter: '\n',
+        delimiter: '\\n',
        auto_keywords: 0,
        auto_questions: 0,
        html4excel: false,
@@ -91,6 +85,7 @@ function KnowledgeBaseCreate() {

  // 处理表单提交
  const handleSubmit = async ({ data }: { data: any }) => {
+    logger.info('提交表单数据:', data);
    clearError();
    try {
      if (activeStep === 0) {
@@ -100,6 +95,8 @@ function KnowledgeBaseCreate() {
          description: data.description,
          permission: data.permission,
          avatar: data.avatar,
+          pagerank: data.pagerank,
+          embd_id: data.embd_id,
        };

        const result = await createKnowledge(basicData);
@@ -126,6 +123,7 @@ function KnowledgeBaseCreate() {
          permission: data.permission,
          avatar: data.avatar,
          parser_id: data.parser_id,
+          pagerank: data.pagerank,
          embd_id: data.embd_id,
          parser_config: data.parser_config,
        };
--- a/src/pages/knowledge/setting.tsx
+++ b/src/pages/knowledge/setting.tsx
@@ -55,6 +55,8 @@ function KnowledgeBaseSetting() {
      description: '',
      permission: 'me',
      avatar: undefined,
+      embd_id: '',
+      pagerank: 0,
    }
  });

@@ -74,6 +76,7 @@ function KnowledgeBaseSetting() {
        avatar: knowledge.avatar,
        parser_id: knowledge.parser_id || DOCUMENT_PARSER_TYPES.Naive,
        embd_id: knowledge.embd_id || '',
+        pagerank: knowledge.pagerank || 0,
        parser_config: {
          chunk_token_num: knowledge.parser_config?.chunk_token_num || 512,
          delimiter: knowledge.parser_config?.delimiter || '\n',
@@ -117,6 +120,8 @@ function KnowledgeBaseSetting() {
          avatar: data.avatar,
          kb_id: knowledge.id,
          parser_id: knowledge.parser_id,
+          pagerank: data.pagerank,
+          embd_id: data.embd_id,
        } as any;

        await updateKnowledgeBasicInfo(basicData);
--- a/src/utils/request.ts
+++ b/src/utils/request.ts
@@ -135,18 +135,7 @@ request.interceptors.response.use(
      responseType: response.config.responseType,
      hasData: !!response.data
    });
-    
-    const { status } = response;
-    // 处理特定状态码
-    if (status == 413 || status == 504) {
-      logger.info('⚠️ Handling HTTP error status:', status);
-      snackbar.error(RetcodeMessage[status as ResultCode]);
-    }
-    if (status == 401) {
-      logger.info('⚠️ Handling HTTP 401 unauthorized');
-      notification.error(i18n.t('message.401'));
-      redirectToLogin();
-    }
+
    // 处理blob类型响应
    if (response.config.responseType === 'blob') {
      logger.info('📁 Blob response detected, skipping data processing');
@@ -158,7 +147,7 @@ request.interceptors.response.use(
    // 处理业务错误码
    if (data?.code == 401) {
      logger.info('⚠️ Handling business code 401 unauthorized');
-      notification.error(data?.message, i18n.t('message.401'));
+      snackbar.error(data?.message ?? i18n.t('message.401'));
      redirectToLogin();
    } else if (data?.code !== 0) {
      // 处理其他业务错误
@@ -180,11 +169,26 @@ request.interceptors.response.use(
      hasResponse: !!error.response
    });

-    const { status } = error.response || {};
-     if (status == 401) {
-      redirectToLogin();
+    const { status, data } = error.response || {};
+    if (status == 401) {
+      logger.info('401', data)
+      const detail = data['detail']
+      if (detail) {
+        const error = new CustomError(detail || i18n.t('message.requestError'));
+        if (detail.includes('not registered')) {
+          error.code = data?.code || -1;
+          error.response = data;
+          snackbar.error(detail);
+        } else {
+          redirectToLogin();
+        }
+        return Promise.reject(error);
+      }
+    } else if (status == 413 || status == 504) {
+      logger.info('⚠️ Handling HTTP error status:', status);
+      snackbar.error(RetcodeMessage[status as ResultCode]);
    }
-    
+
    // 处理网络错误
    if (error.message === FAILED_TO_FETCH || !error.response) {
      logger.info('🌐 Network error detected:', error.message);
@@ -192,10 +196,8 @@ request.interceptors.response.use(
      const { status, statusText } = error.response;
      const errorText = RetcodeMessage[status as ResultCode] || statusText;
      logger.info('🚫 HTTP error response:', { status, statusText, errorText });
-      notification.error(`${i18n.t('message.requestError')} ${status}`, errorText);
    }

-    logger.info('🔄 Rejecting promise with error');
    return Promise.reject(error);
  }
 );
				`@@ -0,0 +1 @@`
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