'commit'

dsLightRag/.idea/misc.xml

@@ -3,5 +3,5 @@
   <component name="Black">
     <option name="sdkName" value="D:\anaconda3\envs\lightrag" />
   </component>
-  <component name="ProjectRootManager" version="2" project-jdk-name="D:\anaconda3\envs\py310" project-jdk-type="Python SDK" />
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (5)" project-jdk-type="Python SDK" />
 </project>

dsLightRag/PG_Start.py

@@ -34,7 +34,7 @@ async def lifespan(app: FastAPI):
 app = FastAPI(lifespan=lifespan)
 
 # 挂载静态文件目录
-app.mount("../static", StaticFiles(directory="Static"), name="static")
+app.mount("/static", StaticFiles(directory="Static"), name="static")
 
 
 # 访问根的跳转
@@ -285,10 +285,10 @@ async def render_html(request: fastapi.Request):
     html_content = html_content.replace("```", "")
     # 创建临时文件
     filename = f"relation_{uuid.uuid4().hex}.html"
-    filepath = os.path.join('../static/temp', filename)
+    filepath = os.path.join('static/temp', filename)
 
     # 确保temp目录存在
-    os.makedirs('../static/temp', exist_ok=True)
+    os.makedirs('static/temp', exist_ok=True)
 
     # 写入文件
     with open(filepath, 'w', encoding='utf-8') as f:

dsLightRag/SpliteDocx.py

@@ -0,0 +1,64 @@
+from docx import Document
+import os
+
+# 读取文档并按一级标题中的"少年读史记"拆分文档
+def split_docx_by_heading(input_path):
+    # 打开文档
+    doc = Document(input_path)
+    sections = []
+    current_section = []
+    start_flag = False
+    split_keyword = "少年读史记"
+    
+    # 遍历所有段落，按一级标题拆分
+    for para in doc.paragraphs:
+        # 检查是否为一级标题且包含关键字
+        if para.style.name == 'Heading 1' and split_keyword in para.text:
+            if start_flag:
+                # 保存当前章节并开始新章节
+                sections.append(current_section)
+                current_section = [para]
+            else:
+                # 找到第一个起始点
+                start_flag = True
+                current_section = [para]
+        elif start_flag:
+            # 添加内容到当前章节
+            current_section.append(para)
+    
+    # 添加最后一个章节
+    if start_flag and current_section:
+        sections.append(current_section)
+    
+    # 保存拆分后的文档
+    output_dir = os.path.dirname(input_path)
+    for i, section in enumerate(sections, 1):
+        new_doc = Document()
+        for para in section:
+            # 复制段落内容和样式
+            new_para = new_doc.add_paragraph(para.text)
+            new_para.style = para.style
+            # 复制段落中的_run格式
+            for run in para.runs:
+                new_run = new_para.add_run(run.text)
+                new_run.bold = run.bold
+                new_run.italic = run.italic
+                new_run.underline = run.underline
+                new_run.font.size = run.font.size
+                new_run.font.name = run.font.name
+        # 生成输出文件名
+        output_filename = f"ShiJi_{i}.docx"
+        output_path = os.path.join(output_dir, output_filename)
+        new_doc.save(output_path)
+        print(f"已保存拆分文档: {output_path}")
+    
+    return len(sections)
+
+# 主执行逻辑
+if __name__ == "__main__":
+    file = r'D:\dsWork\dsProject\dsLightRag\static\Txt\ShiJi.docx'
+    if not os.path.exists(file):
+        print(f"错误: 文件不存在 - {file}")
+    else:
+        section_count = split_docx_by_heading(file)
+        print(f"文档拆分完成，共生成 {section_count} 个章节文件")

dsLightRag/T1_Train.py

@@ -10,6 +10,7 @@ KEMU = 'ShiJi'  # JiHe,Math,SuShi,Chemistry,ShiJi,ChangChun
 WORKING_DIR = "./Topic/" + KEMU
 docx_file = 'static/Txt/'
 
+
 async def main():
     # 注释掉或删除以下清理代码
     files_to_delete = [
@@ -21,12 +22,6 @@ async def main():
         "vdb_entities.json",
         "vdb_relationships.json",
     ]
-    # 在docx_file 目录下遍历所有以KEMU开头的文件
-    for filename in os.listdir(docx_file):
-        if filename.startswith(KEMU):
-            file_path = os.path.join(docx_file, filename)
-            # 获取docx文件的内容
-            content = get_docx_content_by_pandoc(file_path)
 
     # 删除文件
     for file in files_to_delete:
@@ -38,8 +33,15 @@ async def main():
     try:
         # 注意：默认设置使用NetworkX
         rag = await initialize_rag(WORKING_DIR)
-        await rag.ainsert(content)
+
-        print("\nIndexing completed successfully!")
+        # 在docx_file 目录下遍历所有以KEMU开头的文件
+        for filename in os.listdir(docx_file):
+            if filename.startswith(KEMU):
+                file_path = os.path.join(docx_file, filename)
+                # 获取docx文件的内容
+                content = get_docx_content_by_pandoc(file_path)
+                await rag.ainsert(content, file_paths=[filename])
+                print(f"Inserted content from {filename}")
     except Exception as e:
         print(f"An error occurred: {e}")
     finally:

dsLightRag/Topic/Math/kv_store_llm_response_cache.json

@@ -411,6 +411,96 @@
       "embedding_min": null,
       "embedding_max": null,
       "original_prompt": "小学数学中有哪些常见模型？"
+    },
+    "fe8f9d5f1f3819dd5ebc978ba772b236": {
+      "return": "{\"high_level_keywords\": [\"\\u5b66\\u6821\\u4ecb\\u7ecd\", \"\\u6559\\u80b2\\u673a\\u6784\", \"\\u57fa\\u7840\\u6559\\u80b2\"], \"low_level_keywords\": [\"\\u901a\\u8fbe\\u5c0f\\u5b66\", \"\\u5b66\\u6821\\u5386\\u53f2\", \"\\u6559\\u5b66\\u7279\\u8272\", \"\\u5e08\\u8d44\\u529b\\u91cf\", \"\\u6821\\u56ed\\u8bbe\\u65bd\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "通达小学介绍"
+    },
+    "1d11d89fe9a102a889364fbd16c8afb2": {
+      "return": "{\"high_level_keywords\": [\"\\u5b66\\u6821\\u8868\\u73b0\", \"730\\u5206\\u5360\\u6bd4\", \"\\u6559\\u80b2\\u8d28\\u91cf\"], \"low_level_keywords\": [\"\\u4f18\\u79c0\\u5b66\\u6821\", \"\\u9ad8\\u5206\\u5360\\u6bd4\", \"\\u5f55\\u53d6\\u5206\\u6570\\u7ebf\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "在730分占比中，哪些学校表现优秀？"
+    },
+    "21207bf8247331ee0f7d943bf72cdff5": {
+      "return": "{\"high_level_keywords\": [\"\\u9ad8\\u8003\", \"\\u5f55\\u53d6\\u5206\\u6570\\u7ebf\", \"\\u5e08\\u8303\\u5927\\u5b66\"], \"low_level_keywords\": [\"2024\\u5e74\", \"\\u5e08\\u5927\\u81ea\\u7531\\u6821\\u533a\", \"\\u5206\\u6570\\u8981\\u6c42\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "2024年考师大自由校区需要多少分？"
+    },
+    "e4fa0b1977d1998840b34a739fe1f21a": {
+      "return": "{\"high_level_keywords\": [\"\\u9ad8\\u8003\\u5206\\u6570\\u7ebf\", \"\\u5f55\\u53d6\\u6807\\u51c6\", \"\\u6559\\u80b2\\u653f\\u7b56\"], \"low_level_keywords\": [\"2025\\u5e74\", \"\\u5404\\u6279\\u6b21\", \"\\u6700\\u4f4e\\u5206\\u6570\\u7ebf\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "2025年各批次最低分数线是多少？"
+    },
+    "312828f7ddccf7eb1f0514f449555003": {
+      "return": "{\"high_level_keywords\": [\"\\u5e08\\u8303\\u5927\\u5b66\", \"\\u6821\\u533a\\u4ecb\\u7ecd\", \"\\u6559\\u80b2\\u73af\\u5883\"], \"low_level_keywords\": [\"\\u81ea\\u7531\\u6821\\u533a\", \"\\u5730\\u7406\\u4f4d\\u7f6e\", \"\\u6821\\u56ed\\u8bbe\\u65bd\", \"\\u5b66\\u9662\\u8bbe\\u7f6e\", \"\\u5386\\u53f2\\u80cc\\u666f\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "介绍一下师大自由校区？"
+    },
+    "700cf7455202607abf835a157b8c8bb8": {
+      "return": "{\"high_level_keywords\": [\"\\u4e2d\\u8003\\u6210\\u7ee9\", \"\\u6559\\u80b2\\u8d28\\u91cf\", \"\\u5b66\\u6821\\u8868\\u73b0\"], \"low_level_keywords\": [\"\\u529b\\u65fa\\u5b9e\\u9a8c\\u4e2d\\u5b66\", \"2023\\u5e74\", \"\\u5347\\u5b66\\u7387\", \"\\u5e73\\u5747\\u5206\", \"\\u6392\\u540d\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "力旺实验中学今年的中考成绩怎么样？"
+    },
+    "29669f536e2df4aa01e70b9fcb45af82": {
+      "return": "{\"high_level_keywords\": [\"\\u5de5\\u7a0b\\u6a21\\u578b\", \"\\u5de5\\u7a0b\\u5b66\", \"\\u6a21\\u578b\\u7406\\u8bba\"], \"low_level_keywords\": [\"\\u7ed3\\u6784\\u6a21\\u578b\", \"\\u673a\\u68b0\\u6a21\\u578b\", \"\\u7535\\u5b50\\u6a21\\u578b\", \"\\u5efa\\u7b51\\u6a21\\u578b\", \"\\u4eff\\u771f\\u6a21\\u578b\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "工程模型是什么"
+    },
+    "631cc8bcf403b3379af06ac0af3e57e5": {
+      "return": "{\"high_level_keywords\": [\"\\u5de5\\u7a0b\\u6a21\\u578b\", \"\\u5de5\\u7a0b\\u5b66\", \"\\u6a21\\u578b\\u6784\\u5efa\"], \"low_level_keywords\": [\"\\u5b9e\\u4f8b\", \"\\u7ed3\\u6784\\u6a21\\u578b\", \"\\u6d41\\u4f53\\u529b\\u5b66\\u6a21\\u578b\", \"\\u673a\\u68b0\\u7cfb\\u7edf\\u6a21\\u578b\", \"\\u5efa\\u7b51\\u6a21\\u578b\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "工程模型是什么，请举例说明"
+    },
+    "58c5e62add9b9b5ed797cff23284715b": {
+      "return": "{\"high_level_keywords\": [\"\\u5de5\\u7a0b\\u6a21\\u578b\", \"\\u65bd\\u5de5\\u95ee\\u9898\", \"\\u8ba1\\u7b97\\u65b9\\u6cd5\"], \"low_level_keywords\": [\"\\u7ed3\\u6784\\u5206\\u6790\", \"\\u6750\\u6599\\u529b\\u5b66\", \"\\u6709\\u9650\\u5143\\u6cd5\", \"\\u8377\\u8f7d\\u8ba1\\u7b97\", \"\\u65bd\\u5de5\\u6a21\\u62df\"]}",
+      "cache_type": "keywords",
+      "chunk_id": null,
+      "embedding": null,
+      "embedding_shape": null,
+      "embedding_min": null,
+      "embedding_max": null,
+      "original_prompt": "工程模型是什么，请举例说明，比如施工问题给出具体的计算方法"
     }
   }
 }

dsLightRag/static/ai.html

@@ -213,7 +213,7 @@
             <a href="https://blog.csdn.net/xixiaoyaoww/article/details/141364224" class="btn" target="_blank">进入 <i class="fas fa-arrow-right"></i></a>
         </div>
         <div class="card">
-            <i class="fas fa-project-diagram"></i>
+            <i class="fas fa-newspaper"></i>
             <h3>知识图谱</h3>
             <p>小学数学知识图谱(开发中)</p>
             <a href="tree.html" class="btn" target="_blank">进入 <i class="fas fa-arrow-right"></i></a>