Added try catch for different api keys

app_function.py

@@ -39,9 +39,17 @@ def get_vectorstore(text_chunks):
     Returns:
     - FAISS: A FAISS vector store containing the embeddings of the text chunks.
     """
-    embeddings = OpenAIEmbeddings(
-        openai_api_base="https://openai.vocareum.com/v1",
-    )
+    try:
+        embeddings = OpenAIEmbeddings(
+            openai_api_base="https://openai.vocareum.com/v1",
+            openai_api_key=OPENAI_API_KEY,
+        )
+    except:
+        embeddings = OpenAIEmbeddings(
+            openai_api_base="https://openai.vocareum.com/v1",
+            openai_api_key=OPENAI_API_KEY2,
+        )
+
     vectorstore = FAISS.from_texts(texts=text_chunks, embedding=embeddings)
     return vectorstore
 
@@ -57,10 +65,18 @@ def get_conversation_chain(vectorstore):
     Returns:
     - ConversationalRetrievalChain: An initialized conversational chain object.
     """
-    llm = ChatOpenAI(
-        model_name="gpt-4-1106-preview",
-        openai_api_base="https://openai.vocareum.com/v1",
-    )
+    try:
+        llm = ChatOpenAI(
+            model_name="gpt-4-1106-preview",
+            openai_api_base="https://openai.vocareum.com/v1",
+            openai_api_key=OPENAI_API_KEY,
+        )
+    except:
+        llm = ChatOpenAI(
+            model_name="gpt-4-1106-preview",
+            openai_api_base="https://openai.vocareum.com/v1",
+            openai_api_key=OPENAI_API_KEY2,
+        )
 
     memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True)
     conversation_chain = ConversationalRetrievalChain.from_llm(
@@ -144,7 +160,7 @@ def chat_sidebar():
         if not st.session_state["song_bool"]:
 
             if st.sidebar.button("Submit"):
-                df = choice.process_data('data.json')
+                df = choice.process_data("data.json")
                 recommendations = choice.recommendation(
                     df,
                     dance_choice=user_danceability,