Update app.py

app.py

@@ -25,10 +25,15 @@ model_name = "claude-3-haiku-20240307"
 
 namespace_name = st.sidebar.selectbox("Choose a Website", ("Langchain", "Apify", "HiperGator", "Crawlee", "QDRANT", "Supabase", "Zapier"))
 
+value = st.sidebar.slider('Pages to retrieve', min_value=1.0, max_value=4.0, step=1.0)
+
 namespace_name2 = st.sidebar.selectbox("Choose a Website", ("","Langchain","Apify", "HiperGator", "Crawlee", "QDRANT", "Supabase", "Zapier"))
 
+value2 = st.sidebar.slider('Pages to retrieve', min_value=1.0, max_value=4.0, step=1.0, key='website2')
+
 namespace_name3 = st.sidebar.selectbox("Choose a Website", ("","Langchain","Apify", "Crawlee", "QDRANT", "Supabase", "Zapier"))
 
+value3 = st.sidebar.slider('Pages to retrieve', min_value=1.0, max_value=4.0, step=1.0, key='website3')
 
 # ========== PART 1 ==========
 OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
@@ -52,13 +57,13 @@ index = pc.Index(index_name)
 
 splade_encoder = SpladeEncoder()
 retriever1 = PineconeHybridSearchRetriever(
-    embeddings=embed, sparse_encoder=splade_encoder, index=index, namespace=namespace_name, top_k=2
+    embeddings=embed, sparse_encoder=splade_encoder, index=index, namespace=namespace_name, top_k=value
 )
 retriever2 = PineconeHybridSearchRetriever(
-    embeddings=embed, sparse_encoder=splade_encoder, index=index, namespace=namespace_name2, top_k=2
+    embeddings=embed, sparse_encoder=splade_encoder, index=index, namespace=namespace_name2, top_k=value2
 )
 retriever3 = PineconeHybridSearchRetriever(
-    embeddings=embed, sparse_encoder=splade_encoder, index=index, namespace=namespace_name3, top_k=2
+    embeddings=embed, sparse_encoder=splade_encoder, index=index, namespace=namespace_name3, top_k=value3
 )
 
 retriever = EnsembleRetriever(