Find answers from the community

Updated 3 months ago

Hello,

TThomas1234

Hello,
How can I load my qdrant index once it has been created, is there a load_index_from_storage kind of function ?

5 comments

WWhiteFang_Jr

You will have to pass the collection name I think.

Plain Text

vector_store = QdrantVectorStore(client=client, collection_name="paul_graham")
storage_context = StorageContext.from_defaults(vector_store=vector_store)
index = VectorStoreIndex.from_documents(
    documents,
    storage_context=storage_context,
)

If you pass the same collection name where embeddings were ingested in the first place , it will only be used

TThomas1234

I might be wrong, but when I do this with the same initial documents, it’s duplicating the vectors stored in the db

WWhiteFang_Jr

You are passing the documents everytime.
Try doing this:

Plain Text

# option A
index = VectorStoreIndex.from_documents(
    [],
    storage_context=storage_context,
)

# Option B
index = VectorStoreIndex(
    storage_context=storage_context,
)

TThomas1234

Thanks, I feel a bit stupid now 🫣

WWhiteFang_Jr

No worries, glad it is solved

Add a reply