diff --git a/dsRag/Config/__pycache__/Config.cpython-310.pyc b/dsRag/Config/__pycache__/Config.cpython-310.pyc
index f0489d31..ae58a6e6 100644
Binary files a/dsRag/Config/__pycache__/Config.cpython-310.pyc and b/dsRag/Config/__pycache__/Config.cpython-310.pyc differ
diff --git a/dsRag/ElasticSearch/T2_SplitTxt.py b/dsRag/ElasticSearch/T2_SplitTxt.py
index 824638d4..630e224f 100644
--- a/dsRag/ElasticSearch/T2_SplitTxt.py
+++ b/dsRag/ElasticSearch/T2_SplitTxt.py
@@ -4,7 +4,6 @@ import shutil
import warnings
import zipfile
-import docx
from docx import Document
from docx.oxml.ns import nsmap
diff --git a/dsRag/Start.py b/dsRag/Start.py
index ca0b5094..55e0a9cc 100644
--- a/dsRag/Start.py
+++ b/dsRag/Start.py
@@ -134,13 +134,13 @@ async def rag(request: fastapi.Request):
{context}
回答要求
- 1. 严格保持原文中图片与上下文的顺序关系，确保语义相关性
- 2. 图片引用使用Markdown格式: 
- 3. 使用Markdown格式返回，包含适当的标题、列表和代码块
- 4. 直接返回Markdown内容，不要包含额外解释或说明
- 5. 依托给定的资料，快速准确地回答问题，可以添加一些额外的信息，但请勿重复内容
- 6. 如果未提供相关信息，请不要回答
- 7. 如果发现相关信息与原来的问题契合度低，也不要回答
+ 1. 请仔细甄别原问题与提供材料的关联性，不相关的材料必须忽略，绝对不要包含无关信息！
+ 2. 如果发现相关信息与原来的问题契合度低，请直接回答"未找到相关信息"
+ 3. 严格保持原文中图片与上下文的顺序关系，确保语义相关性
+ 4. 使用Markdown格式返回，包含适当的标题、列表和代码块
+ 5. 直接返回Markdown内容，不要包含额外解释或说明
+ 6. 依托给定的资料，快速准确地回答问题
+ 7. 如果未提供相关信息，请直接回答"未找到相关信息"
8. 确保内容结构清晰，便于前端展示
"""
diff --git a/dsRag/Txt/CHEMISTRY_1_1.txt b/dsRag/Txt/CHEMISTRY_1_1.txt
new file mode 100644
index 00000000..55c628e7
--- /dev/null
+++ b/dsRag/Txt/CHEMISTRY_1_1.txt
@@ -0,0 +1,2 @@
+氧化铁和硝酸的反应方程式
+$$ FeO+4HNO_{ 3 } ⇒Fe(NO_{ 3 } )_{ 3 } +2H_{ 2 } O+NO_{ 2 } ↑ $$
\ No newline at end of file
diff --git a/dsRag/Util/EsSearchUtil.py b/dsRag/Util/EsSearchUtil.py
index 36dea7c1..a3f66bd4 100644
--- a/dsRag/Util/EsSearchUtil.py
+++ b/dsRag/Util/EsSearchUtil.py
@@ -176,7 +176,7 @@ class EsSearchUtil:
filtered_vector_hits = []
vector_int = 0
for hit in vector_results['hits']['hits']:
- if hit['_score'] > 0.4: # 阀值0.4
+ if hit['_score'] > 0.6: # 阀值0.6
logger.info(f" {vector_int + 1}. 文档ID: {hit['_id']}, 相似度分数: {hit['_score']:.2f}")
logger.info(f" 内容: {hit['_source']['user_input']}")
filtered_vector_hits.append(hit)
diff --git a/dsRag/Util/__pycache__/EsSearchUtil.cpython-310.pyc b/dsRag/Util/__pycache__/EsSearchUtil.cpython-310.pyc
index 6f1c1b6b..7b6e7bc5 100644
Binary files a/dsRag/Util/__pycache__/EsSearchUtil.cpython-310.pyc and b/dsRag/Util/__pycache__/EsSearchUtil.cpython-310.pyc differ
diff --git a/dsRag/static/Txt/化学方程式_CHEMISTRY_1.docx b/dsRag/static/Txt/化学方程式_CHEMISTRY_1.docx
index 7505a0a2..4ebc9a7b 100644
Binary files a/dsRag/static/Txt/化学方程式_CHEMISTRY_1.docx and b/dsRag/static/Txt/化学方程式_CHEMISTRY_1.docx differ
diff --git a/dsRag/static/ai.html b/dsRag/static/ai.html
index 6aa219b9..d4d10697 100644
--- a/dsRag/static/ai.html
+++ b/dsRag/static/ai.html
@@ -220,7 +220,7 @@
帮我写一下 “如何理解点、线、面、体、角”的教学设计
请解释一下“文言虚词”
- 氢气与氧气燃烧的方程式
+ 氧化铁和硝酸
diff --git a/dsRag/错误日志.txt b/dsRag/错误日志.txt
deleted file mode 100644
index ecd3dedb..00000000
--- a/dsRag/错误日志.txt
+++ /dev/null
@@ -1,47 +0,0 @@
-2025-06-29 19:39:37,205 - __main__ - INFO - 正在调用阿里云大模型生成回答...
-INFO: 127.0.0.1:63054 - "POST /api/rag_stream HTTP/1.1" 200 OK
-ERROR: Exception in ASGI application
-Traceback (most recent call last):
- File "D:\anaconda3\envs\rag\lib\site-packages\uvicorn\protocols\http\h11_impl.py", line 403, in run_asgi
- result = await app( # type: ignore[func-returns-value]
- File "D:\anaconda3\envs\rag\lib\site-packages\uvicorn\middleware\proxy_headers.py", line 60, in __call__
- return await self.app(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\fastapi\applications.py", line 1054, in __call__
- await super().__call__(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\applications.py", line 112, in __call__
- await self.middleware_stack(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\middleware\errors.py", line 187, in __call__
- raise exc
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\middleware\errors.py", line 165, in __call__
- await self.app(scope, receive, _send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\middleware\exceptions.py", line 62, in __call__
- await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\_exception_handler.py", line 53, in wrapped_app
- raise exc
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\_exception_handler.py", line 42, in wrapped_app
- await app(scope, receive, sender)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\routing.py", line 714, in __call__
- await self.middleware_stack(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\routing.py", line 734, in app
- await route.handle(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\routing.py", line 288, in handle
- await self.app(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\routing.py", line 76, in app
- await wrap_app_handling_exceptions(app, request)(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\_exception_handler.py", line 53, in wrapped_app
- raise exc
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\_exception_handler.py", line 42, in wrapped_app
- await app(scope, receive, sender)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\routing.py", line 74, in app
- await response(scope, receive, send)
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\responses.py", line 263, in __call__
- async with anyio.create_task_group() as task_group:
- File "D:\anaconda3\envs\rag\lib\site-packages\anyio\_backends\_asyncio.py", line 597, in __aexit__
- raise exceptions[0]
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\responses.py", line 266, in wrap
- await func()
- File "D:\anaconda3\envs\rag\lib\site-packages\starlette\responses.py", line 246, in stream_response
- async for chunk in self.body_iterator:
- File "D:\dsWork\dsProject\dsRag\Util\SearchUtil.py", line 171, in generate
- async for chunk in aliyun_util.chat_stream(prompt):
-AttributeError: 'ALiYunUtil' object has no attribute 'chat_stream'
\ No newline at end of file