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Update apps/intro.py
Browse files- apps/intro.py +7 -1
apps/intro.py
CHANGED
@@ -9,9 +9,13 @@ import joblib
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def app():
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word_to_embed_list = st.session_state['embed_list']
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with st.container():
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word_to_embed= st.text_input("Please enter your text here and we will embed it for you.",
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value="Woman",)
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if st.button("Embed"):
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with st.spinner("π load language model (sentence transformer)"):
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@@ -23,6 +27,8 @@ def app():
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word_to_embed_list.append(word_to_embed)
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st.session_state['embed_list'] = word_to_embed_list
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examples_embeddings = model.encode(word_to_embed_list)
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@@ -33,7 +39,7 @@ def app():
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with st.spinner("π create visualisation"):
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fig = px.scatter_3d(
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examples_umap[1:] , x=0, y=1, z=2,
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-
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opacity = .7, hover_data=[word_to_embed_list[1:]])
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fig.update_scenes(xaxis_visible=False, yaxis_visible=False,zaxis_visible=False )
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fig.update_traces(marker_size=4)
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def app():
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word_to_embed_list = st.session_state['embed_list']
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cat_list = st.session_state['cat_list']
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with st.container():
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word_to_embed= st.text_input("Please enter your text here and we will embed it for you.",
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value="Woman",)
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cat= st.selectbox('Categorie', ('1', '2', '3', '4', '5'))
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if st.button("Embed"):
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with st.spinner("π load language model (sentence transformer)"):
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word_to_embed_list.append(word_to_embed)
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st.session_state['embed_list'] = word_to_embed_list
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cat_list .append(cat)
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st.session_state['cat_list '] = cat_list
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examples_embeddings = model.encode(word_to_embed_list)
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with st.spinner("π create visualisation"):
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fig = px.scatter_3d(
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examples_umap[1:] , x=0, y=1, z=2,
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color=cat_list[1:] ,
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opacity = .7, hover_data=[word_to_embed_list[1:]])
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fig.update_scenes(xaxis_visible=False, yaxis_visible=False,zaxis_visible=False )
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fig.update_traces(marker_size=4)
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