unable to see collections after upload in Qdrant SaaS

[imdevopx]

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Dify version

0.8.2

Cloud or Self Hosted

Self Hosted (Docker)

Steps to reproduce

VECTOR_STORE: qdrant
QDRANT_URL:
QDRANT_API_KEY:

Create Knowlodge > Import From File > upload Markdown or CSV file. (upload successful)

Check Qdrant collections in SaaS but it's empty.. instead seems it's in my local ./volumes/app/storage

means Qdrant not in used?

✔️ Expected Behavior

After upload file it will go to Qdrant collections or i misunderstood it?

❌ Actual Behavior

Empty Qdrant Collections

[dosubot]

The issue you're experiencing with empty Qdrant collections after uploading a file in Dify version 0.8.2 is due to the create method in the QdrantVector class not calling the add_texts method if the texts list is empty. This means that if no texts are provided, no data will be added to the collection.

Here's the relevant code snippet:

def create(self, texts: list[Document], embeddings: list[list[float]], **kwargs):
    if texts:
        # get embedding vector size
        vector_size = len(embeddings[0])
        # get collection name
        collection_name = self._collection_name
        # create collection
        self.create_collection(collection_name, vector_size)

        self.add_texts(texts, embeddings, **kwargs)

In this code, the add_texts method is only called if texts is not empty. If texts is empty, the method returns without adding any data to the collection ^[1].

To resolve this, ensure that the texts list passed to the create method contains Document objects with the necessary page_content and metadata attributes ^[1][2].

To continue talking to Dosu, mention @dosu.

[Anush008]

Hey @imdevopx. I was unable to reproduce the issue and the points loaded fine for me in the Qdrant collection.

Please look for any failure messages in your Dify Docker logs.

[imdevopx]

hi @Anush008 hmmm there's no error on docker logs and the .md file upload actually went successful.. i'm just confused why the .md file i uploaded was in the ./volumes/app/storage path instead on my Qdrant collections: