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MachineLearning
aurelio-labs
Semantic Router
Commits
1fc4eb52
Unverified
Commit
1fc4eb52
authored
1 year ago
by
Siraj R Aizlewood
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Plain Diff
Moving repeated code into a separate method.
Created the group_scores_by_class method.
parent
016a9090
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1 changed file
semantic_router/layer.py
+14
-16
14 additions, 16 deletions
semantic_router/layer.py
with
14 additions
and
16 deletions
semantic_router/layer.py
+
14
−
16
View file @
1fc4eb52
...
...
@@ -385,14 +385,7 @@ class RouteLayer:
return
[]
def
_semantic_classify
(
self
,
query_results
:
List
[
dict
])
->
Tuple
[
str
,
List
[
float
]]:
scores_by_class
:
Dict
[
str
,
List
[
float
]]
=
{}
for
result
in
query_results
:
score
=
result
[
"
score
"
]
route
=
result
[
"
route
"
]
if
route
in
scores_by_class
:
scores_by_class
[
route
].
append
(
score
)
else
:
scores_by_class
[
route
]
=
[
score
]
scores_by_class
=
self
.
group_scores_by_class
(
query_results
)
# Calculate total score for each class
total_scores
=
{
route
:
sum
(
scores
)
for
route
,
scores
in
scores_by_class
.
items
()}
...
...
@@ -408,14 +401,7 @@ class RouteLayer:
def
_semantic_classify_multiple_routes
(
self
,
query_results
:
List
[
dict
],
threshold
:
float
)
->
List
[
Tuple
[
str
,
float
]]:
scores_by_class
:
Dict
[
str
,
List
[
float
]]
=
{}
for
result
in
query_results
:
score
=
result
[
"
score
"
]
route
=
result
[
"
route
"
]
if
route
in
scores_by_class
:
scores_by_class
[
route
].
append
(
score
)
else
:
scores_by_class
[
route
]
=
[
score
]
scores_by_class
=
self
.
group_scores_by_class
(
query_results
)
# Filter classes based on threshold and find max score for each
classes_above_threshold
=
[]
...
...
@@ -425,6 +411,18 @@ class RouteLayer:
classes_above_threshold
.
append
((
route
,
max_score
))
return
classes_above_threshold
def
group_scores_by_class
(
self
,
query_results
:
List
[
dict
])
->
Dict
[
str
,
List
[
float
]]:
scores_by_class
:
Dict
[
str
,
List
[
float
]]
=
{}
for
result
in
query_results
:
score
=
result
[
"
score
"
]
route
=
result
[
"
route
"
]
if
route
in
scores_by_class
:
scores_by_class
[
route
].
append
(
score
)
else
:
scores_by_class
[
route
]
=
[
score
]
return
scores_by_class
def
_pass_threshold
(
self
,
scores
:
List
[
float
],
threshold
:
float
)
->
bool
:
if
scores
:
...
...
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