Debugging attempt

backend/semantic_search.py

@@ -1,31 +1,33 @@
-import time
-import logging
-from qdrant_haystack import QdrantDocumentStore
-from haystack.nodes import EmbeddingRetriever
-from pathlib import Path
+# import time
+# import logging
+# from qdrant_haystack import QdrantDocumentStore
+# from haystack.nodes import EmbeddingRetriever
+# from pathlib import Path
+#
+# # Setting up the logging
+# logging.basicConfig(level=logging.INFO)
+# logger = logging.getLogger(__name__)
+#
+# # Start the timer for loading the QdrantDocumentStore
+# start_time = time.perf_counter()
+#
+# proj_dir = Path(__file__).parents[1]
+# qd_document_store = QdrantDocumentStore(path=str(proj_dir/'Qdrant'), index='RAGDemo')
+#
+# # Log the time taken to load the QdrantDocumentStore
+# document_store_loading_time = time.perf_counter() - start_time
+# logger.info(f"Time taken to load QdrantDocumentStore: {document_store_loading_time:.6f} seconds")
+#
+# # Start the timer for loading the EmbeddingRetriever
+# start_time = time.perf_counter()
+#
+# qd_retriever = EmbeddingRetriever(document_store=qd_document_store,
+#                                   embedding_model="BAAI/bge-base-en-v1.5",
+#                                   model_format="sentence_transformers",
+#                                   use_gpu=False)
+#
+# # Log the time taken to load the EmbeddingRetriever
+# retriever_loading_time = time.perf_counter() - start_time
+# logger.info(f"Time taken to load EmbeddingRetriever: {retriever_loading_time:.6f} seconds")
 
-# Setting up the logging
-logging.basicConfig(level=logging.INFO)
-logger = logging.getLogger(__name__)
-
-# Start the timer for loading the QdrantDocumentStore
-start_time = time.perf_counter()
-
-proj_dir = Path(__file__).parents[1]
-qd_document_store = QdrantDocumentStore(path=str(proj_dir/'Qdrant'), index='RAGDemo')
-
-# Log the time taken to load the QdrantDocumentStore
-document_store_loading_time = time.perf_counter() - start_time
-logger.info(f"Time taken to load QdrantDocumentStore: {document_store_loading_time:.6f} seconds")
-
-# Start the timer for loading the EmbeddingRetriever
-start_time = time.perf_counter()
-
-qd_retriever = EmbeddingRetriever(document_store=qd_document_store,
-                                  embedding_model="BAAI/bge-base-en-v1.5",
-                                  model_format="sentence_transformers",
-                                  use_gpu=False)
-
-# Log the time taken to load the EmbeddingRetriever
-retriever_loading_time = time.perf_counter() - start_time
-logger.info(f"Time taken to load EmbeddingRetriever: {retriever_loading_time:.6f} seconds")
+qd_retriever = None