Update to local store

app/rag.py

@@ -15,9 +15,7 @@ from llama_index.vector_stores.qdrant import QdrantVectorStore
 from qdrant_client import QdrantClient
 from llama_index.readers.file.docs.base import DocxReader, HWPReader, PDFReader
 
-
-# QDRANT_API_URL = os.getenv('QDRANT_API_URL')
-# QDRANT_API_KEY = os.getenv('QDRANT_API_KEY')
+store_dir = os.path.expanduser("~/wtp_be_store/")
 
 logging.basicConfig(level=logging.INFO)
 logger = logging.getLogger(__name__)
@@ -32,8 +30,7 @@ class ChatPDF:
         self.text_parser = SentenceSplitter(chunk_size=512, chunk_overlap=24)
 
         logger.info("initializing the vector store related objects")
-        # client = QdrantClient(host="localhost", port=6333)
-        self.client = QdrantClient(":memory:")
+        self.client = QdrantClient(path=store_dir)
         self.vector_store = QdrantVectorStore(
             client=self.client,
             collection_name="rag_documents",

requirements.txt

@@ -1,5 +1,4 @@
 fastapi
-python-dotenv
 llama-index
 llama-index-vector-stores-qdrant
 llama-index-readers-file