Change qdrant_client.search "top" parameter for "limit" as the former is no longer compatible with current version:
File "/venvs/qdn/lib/python3.10/site-packages/qdrant_client/qdrant_client.py", line 287, in search
assert len(kwargs) == 0, f"Unknown arguments: {list(kwargs.keys())}"
AssertionError: Unknown arguments: ['top']