S there a difference between files attached to the assistant and files attached to messages?

@sps I am facing following issue: Model Gives Incorrect Answers for Second Question in Thread with Retrieval Enabled

The problem is that the model starts hallucinating on the second message. However, I just tried uploading the knowledge base on the second message as well, and then the model doesn’t hallucinate.

Do you have any idea why this is happening?