Removed Google dependency from user input

app.py

@@ -38,8 +38,6 @@ def get_text_chunks(text):
 
 # Converting into Vector data/store (can also be stored)
 def get_vector_store(text_chunks):
-  # embeddings = GoogleGenerativeAIEmbeddings(model='embedding-gecko-001')
-  # embeddings = GoogleGenerativeAIEmbeddings(model='models/embedding-001')
   embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
   vector_store = FAISS.from_texts(texts=text_chunks, embedding=embeddings)
   vector_store.save_local("faiss_index")
@@ -69,7 +67,7 @@ def get_conversation_chain():
 
 def user_input(user_question):
   # embeddings = GoogleGenerativeAIEmbeddings(model='embedding-gecko-001')
-  embeddings = GoogleGenerativeAIEmbeddings(model='models/embedding-001')
+  embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
 
   # Loading the embeddings
   new_db = FAISS.load_local("faiss_index", embeddings, allow_dangerous_deserialization=True)