Update app.py

app.py

@@ -489,33 +489,35 @@ def rag_workflow(query):
 
 def initialize():
     global docstore, codestore, chunks, llm
-    download_gitlab_repo()
-    code_partial_paths = ['kadi_apy/lib/']
-    code_file_paths = []
+
+    download_gitlab_project_by_version
+    #download_gitlab_repo()
+    #code_partial_paths = ['kadi_apy/lib/']
+    #code_file_paths = []
     #doc_partial_paths = []
-    doc_partial_paths = ['docs/source/setup/']
-    doc_file_paths = ['docs/source/usage/lib.rst']
+    #doc_partial_paths = ['docs/source/setup/']
+    #doc_file_paths = ['docs/source/usage/lib.rst']
     
-    code_files, code_file_references = process_directory(DATA_DIR,code_partial_paths, code_file_paths)
-    print("LEEEEEEEEEEEENGTH of code_files: ", len(code_files))
+    #code_files, code_file_references = process_directory(DATA_DIR,code_partial_paths, code_file_paths)
+    #print("LEEEEEEEEEEEENGTH of code_files: ", len(code_files))
 
     
-    doc_files, doc_file_references = process_directory(DATA_DIR,doc_partial_paths, doc_file_paths)
-    print("LEEEEEEEEEEEENGTH of doc_files: ", len(doc_files))
+    #doc_files, doc_file_references = process_directory(DATA_DIR,doc_partial_paths, doc_file_paths)
+    #print("LEEEEEEEEEEEENGTH of doc_files: ", len(doc_files))
     #code_files, code_file_references = process_directory5(DATA_DIR, code_partial_paths, code_file_path)
     
     #doc_files, doc_file_references = process_directory5(DATA_DIR, doc_partial_paths, doc_file_paths)
     
-    code_chunks = split_pythoncode_into_chunks(code_files, code_file_references, 1500, 0)
-    doc_chunks = split_into_chunks(doc_files, doc_file_references, CHUNK_SIZE, CHUNK_OVERLAP)
+    #code_chunks = split_pythoncode_into_chunks(code_files, code_file_references, 1500, 0)
+    #doc_chunks = split_into_chunks(doc_files, doc_file_references, CHUNK_SIZE, CHUNK_OVERLAP)
 
-    print(f"Total number of code_chunks: {len(code_chunks)}")
-    print(f"Total number of doc_chunks: {len(doc_chunks)}")
+    #print(f"Total number of code_chunks: {len(code_chunks)}")
+    #print(f"Total number of doc_chunks: {len(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(doc_chunks, EMBEDDING_MODEL_NAME, PERSIST_DOC_DIRECTORY)
+    #codestore = setup_vectorstore(code_chunks, EMBEDDING_MODEL_NAME, PERSIST_CODE_DIRECTORY)
     
-    llm = setup_llm(LLM_MODEL_NAME, LLM_TEMPERATURE, GROQ_API_KEY)
+    #llm = setup_llm(LLM_MODEL_NAME, LLM_TEMPERATURE, GROQ_API_KEY)
 
 
 initialize()