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文靖昊
LAE
Commits
824785fb
Commit
824785fb
authored
Jul 04, 2024
by
文靖昊
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增加相关文档存储到excel的方法
parent
caf42399
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qa.py
src/server/qa.py
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src/server/qa.py
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824785fb
# -*- coding: utf-8 -*-
# -*- coding: utf-8 -*-
import
sys
import
sys
import
openpyxl
import
time
import
time
from
langchain.chains
import
LLMChain
from
langchain.chains
import
LLMChain
from
langchain_core.prompts
import
PromptTemplate
from
langchain_core.prompts
import
PromptTemplate
...
@@ -155,7 +156,48 @@ class QA:
...
@@ -155,7 +156,48 @@ class QA:
self
.
cur_similarity
=
similarity
.
get_similarity_doc
()
self
.
cur_similarity
=
similarity
.
get_similarity_doc
()
similarity_docs
=
similarity
.
get_similarity_docs
()
similarity_docs
=
similarity
.
get_similarity_docs
()
rerank_docs
=
similarity
.
get_rerank_docs
()
rerank_docs
=
similarity
.
get_rerank_docs
()
print
(
rerank_docs
)
self
.
cur_question
=
self
.
prompt
.
format
(
history
=
history
,
context
=
self
.
cur_similarity
,
question
=
self
.
cur_oquestion
)
if
not
_question
:
return
""
self
.
cur_answer
=
self
.
llm
.
run
(
history
=
history
,
context
=
self
.
cur_similarity
,
question
=
self
.
cur_oquestion
)
if
self
.
contains_blocked_keywords
(
self
.
cur_answer
):
self
.
cur_answer
=
SAFE_RESPONSE
self
.
update_history
()
if
with_similarity
:
if
self
.
rerank
:
return
self
.
cur_answer
,
rerank_docs
else
:
return
self
.
cur_answer
,
similarity_docs
return
self
.
cur_answer
def
chat_with_history_with_ext_with_save_excel
(
self
,
_question
,
ext
,
history
,
with_similarity
=
False
):
self
.
cur_oquestion
=
_question
if
self
.
contains_blocked_keywords
(
_question
):
self
.
cur_answer
=
SAFE_RESPONSE
else
:
# self.cur_similarity = self.get_similarity(_aquestion=self.cur_oquestion)
similarity1
=
self
.
get_similarity_origin
(
_aquestion
=
self
.
cur_oquestion
)
if
self
.
rerank
:
self
.
cur_similarity
=
similarity1
.
get_rerank
(
self
.
rerank_model
)
else
:
self
.
cur_similarity
=
similarity1
.
get_similarity_doc
()
similarity_docs1
=
similarity1
.
get_similarity_docs
()
rerank_docs1
=
similarity1
.
get_rerank_docs
()
similarity
=
self
.
get_similarity_with_ext_origin
(
ext
)
if
self
.
rerank
:
self
.
cur_similarity
=
similarity
.
get_rerank
(
self
.
rerank_model
)
else
:
self
.
cur_similarity
=
similarity
.
get_similarity_doc
()
similarity_docs
=
similarity
.
get_similarity_docs
()
rerank_docs
=
similarity
.
get_rerank_docs
()
print
(
"rerank_docs_with_ext================================================"
)
for
i
in
range
(
len
(
rerank_docs
)):
save_excel
(
_question
,
similarity_docs1
[
i
]
.
page_content
,
rerank_docs1
[
i
]
.
page_content
,
rerank_docs
[
i
]
.
page_content
)
self
.
cur_question
=
self
.
prompt
.
format
(
history
=
history
,
context
=
self
.
cur_similarity
,
question
=
self
.
cur_oquestion
)
self
.
cur_question
=
self
.
prompt
.
format
(
history
=
history
,
context
=
self
.
cur_similarity
,
question
=
self
.
cur_oquestion
)
if
not
_question
:
if
not
_question
:
return
""
return
""
...
@@ -300,6 +342,28 @@ class QA:
...
@@ -300,6 +342,28 @@ class QA:
n_info
=
info_llm
.
run
(
question
=
question
)
n_info
=
info_llm
.
run
(
question
=
question
)
self
.
crud
.
set_info
(
self
.
chat_id
,
n_info
)
self
.
crud
.
set_info
(
self
.
chat_id
,
n_info
)
def
save_excel
(
question
,
similar
,
rerank
,
rerank_ext
):
file_full_path
=
r'D:\work\py\LAE\testdoc\test.xlsx'
# sheet名称
sheet_name
=
'Sheet1'
# 获取指定的文件
wb
=
openpyxl
.
load_workbook
(
file_full_path
)
# 获取指定的sheet
ws
=
wb
[
sheet_name
]
# 获得最大行数
max_row_num
=
ws
.
max_row
# 获得最大列数
max_col_num
=
ws
.
max_column
ws
.
cell
(
row
=
max_row_num
+
1
,
column
=
1
,
value
=
question
)
ws
.
cell
(
row
=
max_row_num
+
1
,
column
=
2
,
value
=
similar
)
ws
.
cell
(
row
=
max_row_num
+
1
,
column
=
3
,
value
=
rerank
)
ws
.
cell
(
row
=
max_row_num
+
1
,
column
=
4
,
value
=
rerank_ext
)
# 保存文件
wb
.
save
(
file_full_path
)
if
__name__
==
"__main__"
:
if
__name__
==
"__main__"
:
# 数据库连接
# 数据库连接
...
...
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