Update app.py

app.py

@@ -342,17 +342,17 @@ def initialize():
     print("LEEEEEEEEEEEENGTH of code_texts: ", len(kadiAPY_code_texts))
 
     
-    kadiAPY_doc_texts, kadiAPY_doc_text_references = process_directory(DATA_DIR, doc_partial_paths, doc_file_paths)
+    kadiAPY_doc_texts, kadiAPY_doc_references = process_directory(DATA_DIR, doc_partial_paths, doc_file_paths)
     print("LEEEEEEEEEEEENGTH of doc_files: ", len(kadiAPY_doc_texts))
     
     kadiAPY_code_chunks = split_python_code_into_chunks(kadiAPY_code_texts, kadiAPY_code_references)
-    kadiAPY_doc_chunks = split_into_chunks(kadiAPY_doc_texts, kadiAPY_doc_text_references, CHUNK_SIZE, CHUNK_OVERLAP)
+    kadiAPY_doc_chunks = split_into_chunks(kadiAPY_doc_texts, kadiAPY_doc_references, CHUNK_SIZE, CHUNK_OVERLAP)
 
     print(f"Total number of code_chunks: {len(kadiAPY_code_chunks)}")
     print(f"Total number of doc_chunks: {len(kadiAPY_doc_chunks)}")
 
-    docstore = setup_vectorstore(doc_chunks, EMBEDDING_MODEL_NAME, PERSIST_DOC_DIRECTORY)
-    codestore = setup_vectorstore(code_chunks, EMBEDDING_MODEL_NAME, PERSIST_CODE_DIRECTORY)
+    docstore = setup_vectorstore(kadiAPY_code_chunks, EMBEDDING_MODEL_NAME, PERSIST_DOC_DIRECTORY)
+    codestore = setup_vectorstore(kadiAPY_doc_chunks, EMBEDDING_MODEL_NAME, PERSIST_CODE_DIRECTORY)
     
     llm = setup_llm(LLM_MODEL_NAME, LLM_TEMPERATURE, GROQ_API_KEY)