pymilvus fails to connect / instantiate a db server locally on AWS SageMaker

[kevalshah90]

MilvusLite doesn't work / start the server locally. Documentation suggests that local uri should start the server automatically, but it fails. Getting the same exception with llama_index.vector_stores.MilvusVectorStore

Environment: AWS SageMaker Notebook instance.

versions:

pymilvus 2.4.6
milvus-lite 2.4.10

from pymilvus import MilvusClient

client = MilvusClient("./milvus.db")


/home/ec2-user/anaconda3/envs/pytorch_p310/lib/python3.10/site-packages/milvus_lite/lib/milvus: /lib64/libc.so.6: version `GLIBC_2.28' not found (required by /home/ec2-user/anaconda3/envs/pytorch_p310/lib/python3.10/site-packages/milvus_lite/lib/milvus)
Failed to create new connection using: 5aef7778d6df45ef9ddf553a79894057

File ~/anaconda3/envs/pytorch_p310/lib/python3.10/site-packages/pymilvus/client/grpc_handler.py:150, in GrpcHandler._wait_for_channel_ready(self, timeout)
    148     self._setup_identifier_interceptor(self._user, timeout=timeout)
    149 except grpc.FutureTimeoutError as e:
--> 150     raise MilvusException(
    151         code=Status.CONNECT_FAILED,
    152         message=f"Fail connecting to server on {self._address}, illegal connection params or server unavailable",
    153     ) from e
    154 except Exception as e:
    155     raise e from e

MilvusException: <MilvusException: (code=2, message=Fail connecting to server on unix:/tmp/tmpc4s187rx_milvus.db.sock, illegal connection params or server unavailable)>