Basically, I want session management

you can check if the collection exists in Qdrant then no need to parse again.

but when i load vector index i need to provide nodes , vector_index = VectorStoreIndex(initial_nodes, storage_context=storage_context)

i want to skip parsing and splitting nodes , next time , how ?

storage_context in this case is , vector_store = QdrantVectorStore(client=client, collection_name="test_collection")
storage_context = StorageContext.from_defaults(vector_store=vector_store)

you can connect to the vector store in this way:


This way you can connect to the vector store without creating nodes.

thank you i will try it out later , if it wont work , i will get back to this thread , thank you @WhiteFang_Jr

Yeah no problemo!