Spaces:
Runtime error
Runtime error
Trent
commited on
Commit
·
0be3a1a
1
Parent(s):
7e55908
Remove sidebar
Browse files
app.py
CHANGED
|
@@ -21,35 +21,34 @@ For more cool information on sentence embeddings, see the [sBert project](https:
|
|
| 21 |
Please enjoy!!
|
| 22 |
''')
|
| 23 |
|
|
|
|
|
|
|
| 24 |
anchor = st.text_input(
|
| 25 |
'Please enter here the main text you want to compare:'
|
| 26 |
)
|
| 27 |
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
value=2,
|
| 33 |
-
min_value=2)
|
| 34 |
|
| 35 |
-
|
| 36 |
|
| 37 |
-
|
| 38 |
-
|
| 39 |
|
| 40 |
-
|
| 41 |
|
| 42 |
-
if
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
df_results = {model: results[model] for model in results}
|
| 46 |
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
|
|
|
| 21 |
Please enjoy!!
|
| 22 |
''')
|
| 23 |
|
| 24 |
+
select_models = st.multiselect("Choose models", options=MODELS_ID.keys(), default=MODELS_ID.keys()[0])
|
| 25 |
+
|
| 26 |
anchor = st.text_input(
|
| 27 |
'Please enter here the main text you want to compare:'
|
| 28 |
)
|
| 29 |
|
| 30 |
+
n_texts = st.number_input(
|
| 31 |
+
f'''How many texts you want to compare with: '{anchor}'?''',
|
| 32 |
+
value=2,
|
| 33 |
+
min_value=2)
|
|
|
|
|
|
|
| 34 |
|
| 35 |
+
inputs = []
|
| 36 |
|
| 37 |
+
for i in range(n_texts):
|
| 38 |
+
input = st.text_input(f'Text {i + 1}:')
|
| 39 |
|
| 40 |
+
inputs.append(input)
|
| 41 |
|
| 42 |
+
if st.button('Tell me the similarity.'):
|
| 43 |
+
results = {model: inference.text_similarity(anchor, inputs, model) for model in select_models}
|
| 44 |
+
df_results = {model: results[model] for model in results}
|
|
|
|
| 45 |
|
| 46 |
+
index = inputs
|
| 47 |
+
df_total = pd.DataFrame(index=index)
|
| 48 |
+
for key, value in df_results.items():
|
| 49 |
+
df_total[key] = list(value['score'].values)
|
| 50 |
|
| 51 |
+
st.write('Here are the results for selected models:')
|
| 52 |
+
st.write(df_total)
|
| 53 |
+
st.write('Visualize the results of each model:')
|
| 54 |
+
st.area_chart(df_total)
|