feat: improve description

.gitignore

@@ -0,0 +1 @@
+*.faiss

app.py

@@ -1,7 +1,6 @@
 import streamlit as st
 from sentence_transformers import SentenceTransformer
 import datasets
-import faiss
 import time
 import faiss
 
@@ -9,7 +8,7 @@ import faiss
 if "initialized" not in st.session_state:
     st.session_state.dataset = datasets.load_dataset('A-Roucher/english_historical_quotes', download_mode="force_redownload")['train']
     st.session_state.all_authors = list(set(st.session_state.dataset['author']))
-    model_name = "BAAI/bge-small-en-v1.5" # "sentence-transformers/all-MiniLM-L6-v2" #  # "Cohere/Cohere-embed-english-light-v3.0" # "sentence-transformers/all-MiniLM-L6-v2"
+    model_name = "BAAI/bge-small-en-v1.5" # "Cohere/Cohere-embed-english-light-v3.0" # "sentence-transformers/all-MiniLM-L6-v2"
     st.session_state.encoder = SentenceTransformer(model_name)
     st.session_state.index = faiss.read_index('index_alone.faiss')
     st.session_state.initialized=True
@@ -44,10 +43,10 @@ st.markdown(
     </style>
     """,unsafe_allow_html=True
 )
+st.markdown("# 🏛 Quotes 🪶\n\n_Great mind thinks alike_: who had the same ideas as you?\n\nType your idea below, and find similar thoughts from famous historical figures.")
 col1, col2 = st.columns([8, 2])
 text_input = col1.text_input("Type your idea here:", placeholder="Knowledge of history is power.")
 submit_button = col2.button("_Search quotes!_")
 
 if submit_button:
-    st.markdown(search(text_input))
-
+    st.markdown(search(text_input))