Update app.py

app.py

@@ -363,9 +363,14 @@ def initialize():
     print(f"Total number of code_chunks: {len(kadiAPY_code_chunks)}")
     print(f"Total number of doc_chunks: {len(kadiAPY_doc_chunks)}")
 
-    docstore = embed_documents_into_vectorstore(kadiAPY_code_chunks, EMBEDDING_MODEL_NAME, PERSIST_DOC_DIRECTORY)
-    codestore = embed_documents_into_vectorstore(kadiAPY_doc_chunks, EMBEDDING_MODEL_NAME, PERSIST_CODE_DIRECTORY)
-    
+    #docstore = embed_documents_into_vectorstore(kadiAPY_code_chunks, EMBEDDING_MODEL_NAME, PERSIST_DOC_DIRECTORY)
+    #codestore = embed_documents_into_vectorstore(kadiAPY_doc_chunks, EMBEDDING_MODEL_NAME, PERSIST_CODE_DIRECTORY)
+
+    embed_documents_into_vectorstore(
+    chunks=kadiAPY_code_chunks + kadiAPY_doc_chunks, 
+    model_name= EMBEDDING_MODEL_NAME,  # Correcting the variable name
+    persist_directory= PERSIST_DOC_DIRECTORY  # Correcting the variable name
+    )
     llm = setup_llm(LLM_MODEL_NAME, LLM_TEMPERATURE, GROQ_API_KEY)