Update app.py

app.py

@@ -55,7 +55,8 @@ if process_url_clicked:
     
     # Create embeddings and save to Chroma vector store
     embedding_model = HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
-    vectorstore_huggingface = Chroma.from_documents(docs, embedding_model)
+    #vectorstore_huggingface = Chroma.from_documents(docs, embedding_model)
+    vectorstore_huggingface = FAISS.from_documents(docs, embedding_model)
     main_placeholder.text("Embedding Vector Started Building...✅✅✅")
     time.sleep(2)