embeddings = OpenAIEmbeddings(openai_api_key=settings.OPENAI_API_KEY,headers=headers)
db = Qdrant.from_documents(
documents=documents,
embedding=embeddings,
collection_name=collection_name,
url=settings.QDRANT_CONNECTION_STRING,
force_recreate=False,
)
db.add_documents(documents)
OUTPUT ERROR:
TimeoutError: The write operation timed out
your text
In this above code, I am adding the document with embeddings in a quadrant vector storage. I have set up a project and in which, the documents upload from the front end and at the backend, it creates embeddings and add documents.
document size - 50KB < 1MB < 10 MB < 100 MB time to upload documents - 5 seconds < 30 seconds < 5 minutes < 10 minutes.
The timeout error occurs on random file size and on random timeframe.
If anyone is facing an issue or have any solutions please let me know.
Python Libraries. langchain==0.0.350 qdrant-client==1.7.0