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strategy_embedding
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strategy_embedding
Commits
911a2f60
Commit
911a2f60
authored
Nov 24, 2020
by
赵威
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answer_similarity.py
doc_similarity/answer_similarity.py
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doc_similarity/answer_similarity.py
View file @
911a2f60
...
...
@@ -42,14 +42,15 @@ if __name__ == "__main__":
count
=
0
embedding_dict
=
{}
for
item
in
get_answer_info_from_es
([
"id"
,
"answer"
,
"content_level"
]):
count
+=
1
print
(
count
)
id
=
int
(
item
[
"_id"
])
content
=
item
[
"_source"
][
"answer"
]
content_level
=
str
(
item
[
"_source"
][
"content_level"
])
# print(id, content_level, content)
level_dict
[
content_level
]
.
append
(
id
)
embedding_dict
[
id
]
=
bc
.
encode
([
content
])
if
count
<
1000
:
count
+=
1
id
=
int
(
item
[
"_id"
])
print
(
count
,
id
)
content
=
item
[
"_source"
][
"answer"
]
content_level
=
str
(
item
[
"_source"
][
"content_level"
])
# print(id, content_level, content)
level_dict
[
content_level
]
.
append
(
id
)
embedding_dict
[
id
]
=
bc
.
encode
([
content
])
answer_ids
=
np
.
array
(
list
(
embedding_dict
.
keys
()))
.
astype
(
"int"
)
answer_embeddings
=
np
.
array
(
list
(
embedding_dict
.
values
()))
.
astype
(
"float32"
)
...
...
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