update app.py

app.py

@@ -1,5 +1,6 @@
 import pinecone
-import streamlit 
+import streamlit as st
+from sentence_transformers import SentenceTransformer
 
 index_id = "youtube-search"
 
@@ -9,8 +10,18 @@ pinecone.init(
 )
 index = pinecone.Index(index_id)
 
-query = 
+query = st.text_iput("Query (exmaple: when to raise funds?)")
+model_id = "multi-qa-mpnet-base-dot-v1"
+
+model = SentenceTransformer(model_id)
 
 xq = model.encode(query).tolist()
 
-index.query(xq, top_k=5, include_metadata=True)
+output = index.query(xq, top_k=5, include_metadata=True)
+for o in output["matches"]:
+  url = o["id"].split("-")[0]
+  start = o["metadata"]["start"]
+  url_time = "https://youtu.be/" + url+ f"?t={start}"
+  text = o["metadata"]["text"]
+  st.write(url_time)
+  st.write(text)