如何给RAG应用添加文档链接引用

let currentDataSource = JSON.stringify(chat1.chats)

currentDataSource = JSON.parse(currentDataSource)

console.log(bailianapp)

const thoughts = bailianapp.rawData?.thoughts;
      
const doc_references = bailianapp.rawData?.doc_references;

currentDataSource[currentDataSource.length - 1].thoughts = thoughts;

currentDataSource[currentDataSource.length - 1].doc_references = doc_references;


chat1.setChats(currentDataSource)

{{(function generateMarkdown(rawData) {  
  const data = rawData?.thoughts || [];
    
  
  const doc_references = rawData?.doc_references || [];
  
  if (doc_references?.length === 0) {
    return '';
  }
  
  let docRefStr = '<div style="display: flex;color: #5F6E87;margin-bottom: 5px"><div>来源：</div><div>';
  
  rawData?.doc_references.forEach((doc, index) => {
    docRefStr += `<div><ref>[${doc?.index_id}]</ref>《${doc?.doc_name}》</div>\n` 
  })
  
  docRefStr += '</div></div>'
  
  
  if(data.length === 0) {
    return docRefStr + '';
  }
  
  console.log(docRefStr)
    
  return docRefStr + data.map(item => {
     if (!item?.action) {
       return '';
     };
    
    const docType = item?.action === 'retrieve';
    
    const ragOutput = JSON.parse(item?.observation);
        
    const result = Array.isArray(ragOutput) ? ragOutput.map(ragEl => {
      
      return  `
      
<details>
 <summary>${ragEl.dataName}（${ragEl.score.toFixed(2)}分）</summary>
 ${ragEl.content}
</details>
 
      `
    }).join('\n') : ragOutput;
    
       
    
    return `
<details>
<summary>推理结果: ${item.action_name || item.action}
</summary>


<h5 style="font-size: 12px;">召回结果:</h5>

${result}


</details>

  `
  }).join('\n');
})(currentItem)}}

function extractArrayFromString(input) {
  // 定义正则表达式以匹配方括号中的数字
  const regex = /\[(\d+)\]/g;
  
  // 创建一个数组来存储匹配到的数字
  const resultArray = [];
  
  // 使用正则表达式匹配，并将结果存储到数组中
  let match;
  while ((match = regex.exec(input)) !== null) {
    resultArray.push(Number(match[1]));
  }
  
  return resultArray;
}


if (child?.[0] && typeof child[0] === 'string') {
  
  console.log(currentItem,child)
  
  const refIndex = extractArrayFromString(child[0]);
  const doc = (refIndex || []).map(el => currentItem?.doc_references[el - 1])
  currentDocRefs.setValue(doc)
  
  if (doc && doc.length) {
    RAGBasicInfo.show()
  }
  
}

{{currentItem.doc_name}}
{{currentItem.text}}