fix

Dockerfile

@@ -30,6 +30,9 @@ RUN nohup ollama serve & sleep 5
 #
 EXPOSE 7860
 
+#
+EXPOSE 6333
+
 #
 EXPOSE 6334
 

app/rag.py

@@ -28,7 +28,7 @@ class ChatPDF:
         text_parser = SentenceSplitter(chunk_size=512, chunk_overlap=100)
 
         logger.info("initializing the vector store related objects")
-        client = qdrant_client.QdrantClient(host="localhost", port=6334)
+        client = qdrant_client.QdrantClient(host="localhost", port=6333)
         vector_store = QdrantVectorStore(client=client, collection_name="rag_documents")
 
         logger.info("initializing the OllamaEmbedding")