Update apps/intro.py

apps/intro.py

@@ -1 +1,25 @@
-import streamlit as st
+import plotly.express as px
+import streamlit as st
+from sentence_transformers import SentenceTransformer
+import umap.umap_ as umap
+import pandas as pd
+import os
+import joblib
+
+
+with st.container():
+        question = st.text_input("Please enter your text here and we will embed it for you.",
+                                         value="Woman",)
+        
+        if st.button("Embed"):
+            with st.spinner("👑 load language model (sentence transformer)"):
+                model_name = 'sentence-transformers/all-MiniLM-L6-v2'
+                model = SentenceTransformer(model_name)
+                umap_name = "peter200/umap_embed_3d_all-MiniLM-L6-v2.sav"
+                umap_model = joblib.load(umap_name)
+                docs_umap = umap_model.transform(docs_embeddings)
+                
+                examples_embeddings = model.encode(question)
+                examples_umap = umap_model.transform(examples_embeddings)
+
+                st.write(examples_umap.shape)