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run-llama / llama_index

LlamaIndex is a data framework for your LLM applications
https://docs.llamaindex.ai
MIT License
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[Bug]: MilvusVectorStore failed to connect non-localhost uri when enable_sparse is True #13447

Closed richzw closed 1 month ago

richzw commented 5 months ago

Bug Description

The MilvusVectorStore failed to connect non-localhost uri when enable_sparse is True

Version

0.10.36

Steps to Reproduce

For the codes

vector_store = MilvusVectorStore(dim=1536, 
                                 uri="http://xxxxx:19530", // the xxxxx is non localhost
                                 collection_name='advance_rag',
                                 overwrite=True,
                                 enable_sparse=True,
                                 hybrid_ranker="RRFRanker",
                                 hybrid_ranker_params={"k": 60})

Connection error Fail connecting to server on localhost:19530, illegal connection params or server unavailable

Relevant Logs/Tracbacks

File /usr/local/anaconda3/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:266, in MilvusVectorStore.__init__(self, uri, token, collection_name, dim, embedding_field, doc_id_field, similarity_metric, consistency_level, overwrite, text_key, output_fields, index_config, search_config, batch_size, enable_sparse, sparse_embedding_function, hybrid_ranker, hybrid_ranker_params, **kwargs)
    264 else:
    265     host, port = extract_host_port(uri)
--> 266     connections.connect("default", host, port)
    267     self._collection = Collection(collection_name)
    269 self._create_index_if_required()

File /usr/local/anaconda3/lib/python3.11/site-packages/pymilvus/orm/connections.py:444, in Connections.connect(self, alias, user, password, db_name, token, **kwargs)
    442     connect_alias = dict(self._alias[alias].items())
    443     connect_alias["user"] = user
--> 444     connect_milvus(**connect_alias, password=password, db_name=db_name, **kwargs)
    445     return
    447 # No params, env, and cached configs for the alias

File /usr/local/anaconda3/lib/python3.11/site-packages/pymilvus/orm/connections.py:373, in Connections.connect.<locals>.connect_milvus(**kwargs)
    370 t = kwargs.get("timeout")
    371 timeout = t if isinstance(t, (int, float)) else Config.MILVUS_CONN_TIMEOUT
--> 373 gh._wait_for_channel_ready(timeout=timeout)
    374 if kwargs.get("keep_alive", False):
    375     gh.register_state_change_callback(
    376         ReconnectHandler(self, alias, kwargs_copy).reconnect_on_idle
    377     )

File /usr/local/anaconda3/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:147, in GrpcHandler._wait_for_channel_ready(self, timeout)
    145     self._setup_identifier_interceptor(self._user, timeout=timeout)
    146 except grpc.FutureTimeoutError as e:
--> 147     raise MilvusException(
    148         code=Status.CONNECT_FAILED,
    149         message=f"Fail connecting to server on {self._address}, illegal connection params or server unavailable",
    150     ) from e
    151 except Exception as e:
    152     raise e from e

MilvusException: <MilvusException: (code=2, message=Fail connecting to server on localhost:19530, illegal connection params or server unavailable)>
dosubot[bot] commented 5 months ago

The issue you're experiencing with MilvusVectorStore failing to connect to a non-localhost URI when enable_sparse is set to True seems to be related to how the URI is being handled or possibly network accessibility. Here are some targeted steps to troubleshoot and potentially resolve the issue:

  1. Verify the URI Format: Ensure the URI is correctly formatted as "http://address:port" or "https://address:port". For a remote connection, it should directly point to the Milvus server's IP and port, e.g., "http://192.168.1.100:19530".

  2. Check Network Accessibility: Confirm that the Milvus server is accessible from your machine. This includes checking firewall settings and network ACLs to ensure there are no blocks in place.

  3. Review Milvus Server Logs: If the connection issue persists, the Milvus server logs can provide insights into why the connection might be failing.

  4. Update pymilvus Client: Compatibility between the pymilvus client and the Milvus server is crucial. Ensure your client version is compatible with the server version you're trying to connect to.

  5. Explicit Connection Parameters: For secured Milvus instances, make sure to include any necessary connection parameters like server_pem_path for TLS connections.

If these steps do not resolve the issue, consider isolating the problem by testing the connection with a minimal pymilvus client script outside of the MilvusVectorStore context. This can help determine if the issue lies with the network/Milvus setup or the MilvusVectorStore initialization process.

Additionally, it's important to note that the enable_sparse option and its handling in MilvusVectorStore might have specific requirements or known issues, especially regarding the sparse_embedding_function and compatibility with certain Milvus server versions. Ensure that your Milvus server version supports the features you're trying to use, particularly for hybrid retrieval functionalities that require Milvus 2.4.0 or later.

#### Details **Sources** - [llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/base.py](https://github.com/run-llama/llama_index/blob/main/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/llama_index/vector_stores/milvus/base.py) - [llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/pyproject.toml](https://github.com/run-llama/llama_index/blob/main/llama-index-integrations/vector_stores/llama-index-vector-stores-milvus/pyproject.toml) - [llama-index-legacy/llama_index/legacy/vector_stores/milvus.py](https://github.com/run-llama/llama_index/blob/main/llama-index-legacy/llama_index/legacy/vector_stores/milvus.py)
**About Dosu** This response is meant to be useful and save you time. It is **not meant to be a precise solution**, but rather a starting point for your own research. Help me be more useful! Please leave a šŸ‘ if this is helpful and šŸ‘Ž if it is irrelevant.

To continue the conversation, mention @dosu.

osafaimal commented 4 months ago

i have this problem on localhost. Version: 0.10.38 i just do:

vector_store = MilvusVectorStore(uri="http://localhost:19530", dim=1024, token="root:Milvus",enable_sparse=True)

with enable_sparse=False it works

llama-index Version: 0.10.38 llama-index-vector-stores-milvus Version: 0.1.14 pymilvus Version: 2.4.3

traceback:

---------------------------------------------------------------------------
_InactiveRpcError                         Traceback (most recent call last)
    [... skipping hidden 1 frame]

Cell In[12], [line 1](vscode-notebook-cell:?execution_count=12&line=1)
----> [1](vscode-notebook-cell:?execution_count=12&line=1) vector_store = MilvusVectorStore(uri="http://localhost:19530/", dim=1024, token="root:Milvus",enable_sparse=True)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:269, in MilvusVectorStore.__init__(self, uri, token, collection_name, dim, embedding_field, doc_id_field, similarity_metric, consistency_level, overwrite, text_key, output_fields, index_config, search_config, batch_size, enable_sparse, sparse_embedding_function, hybrid_ranker, hybrid_ranker_params, **kwargs)
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:268) host, port = extract_host_port(uri)
--> [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:269) connections.connect("default", host=host, port=port)
    [270](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:270) self._collection = Collection(collection_name)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:447, in Connections.connect(self, alias, user, password, db_name, token, **kwargs)
    [445](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:445)         kwargs["secure"] = True
--> [447](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:447) connect_milvus(**kwargs, user=user, password=password, token=token, db_name=db_name)
    [448](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:448) return

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:398, in Connections.connect.<locals>.connect_milvus(**kwargs)
    [396](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:396) timeout = t if isinstance(t, (int, float)) else Config.MILVUS_CONN_TIMEOUT
--> [398](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:398) gh._wait_for_channel_ready(timeout=timeout)
    [399](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:399) if kwargs.get("keep_alive", False):

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:155, in GrpcHandler._wait_for_channel_ready(self, timeout)
    [154](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:154) except Exception as e:
--> [155](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:155)     raise e from e

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:148, in GrpcHandler._wait_for_channel_ready(self, timeout)
    [147](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:147)     grpc.channel_ready_future(self._channel).result(timeout=timeout)
--> [148](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:148)     self._setup_identifier_interceptor(self._user, timeout=timeout)
    [149](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:149) except grpc.FutureTimeoutError as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:266, in GrpcHandler._setup_identifier_interceptor(self, user, timeout)
    [265](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:265) host = socket.gethostname()
--> [266](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:266) self._identifier = self.__internal_register(user, host, timeout=timeout)
    [267](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:267) self._identifier_interceptor = interceptor.header_adder_interceptor(
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:268)     ["identifier"], [str(self._identifier)]
    [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:269) )

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:161, in error_handler.<locals>.wrapper.<locals>.handler(*args, **kwargs)
    [157](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:157)     LOGGER.error(
    [158](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:158)         f"grpc RpcError: [{inner_name}], <{e.__class__.__name__}: "
    [159](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:159)         f"{e.code()}, {e.details()}>, <Time:{record_dict}>"
    [160](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:160)     )
--> [161](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:161)     raise e from e
    [162](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:162) except Exception as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:143, in error_handler.<locals>.wrapper.<locals>.handler(*args, **kwargs)
    [142](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:142)     record_dict["RPC start"] = str(datetime.datetime.now())
--> [143](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:143)     return func(*args, **kwargs)
    [144](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:144) except MilvusException as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:182, in tracing_request.<locals>.wrapper.<locals>.handler(self, *args, **kwargs)
    [181](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:181)     self.set_onetime_request_id(req_id)
--> [182](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:182) return func(self, *args, **kwargs)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:91, in retry_on_rpc_failure.<locals>.wrapper.<locals>.handler(*args, **kwargs)
     [90](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:90) if e.code() in IGNORE_RETRY_CODES:
---> [91](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:91)     raise e from e
     [92](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:92) if timeout(start_time):

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:87, in retry_on_rpc_failure.<locals>.wrapper.<locals>.handler(*args, **kwargs)
     [86](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:86) try:
---> [87](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:87)     return func(*args, **kwargs)
     [88](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:88) except grpc.RpcError as e:
     [89](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:89)     # Do not retry on these codes

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:220, in upgrade_reminder.<locals>.handler(*args, **kwargs)
    [219](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:219)         raise MilvusException(message=msg) from e
--> [220](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:220)     raise e from e
    [221](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:221) except Exception as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:212, in upgrade_reminder.<locals>.handler(*args, **kwargs)
    [211](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:211) try:
--> [212](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:212)     return func(*args, **kwargs)
    [213](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:213) except grpc.RpcError as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1965, in GrpcHandler.__internal_register(self, user, host, **kwargs)
   [1964](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1964) req = Prepare.register_request(user, host)
-> [1965](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1965) response = self._stub.Connect(request=req)
   [1966](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1966) check_status(response.status)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:277, in _UnaryUnaryMultiCallable.__call__(self, request, timeout, metadata, credentials, wait_for_ready, compression)
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:268) def __call__(
    [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:269)     self,
    [270](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:270)     request: Any,
   (...)
    [275](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:275)     compression: Optional[grpc.Compression] = None,
    [276](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:276) ) -> Any:
--> [277](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:277)     response, ignored_call = self._with_call(
    [278](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:278)         request,
    [279](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:279)         timeout=timeout,
    [280](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:280)         metadata=metadata,
    [281](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:281)         credentials=credentials,
    [282](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:282)         wait_for_ready=wait_for_ready,
    [283](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:283)         compression=compression,
    [284](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:284)     )
    [285](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:285)     return response

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:332, in _UnaryUnaryMultiCallable._with_call(self, request, timeout, metadata, credentials, wait_for_ready, compression)
    [329](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:329) call = self._interceptor.intercept_unary_unary(
    [330](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:330)     continuation, client_call_details, request
    [331](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:331) )
--> [332](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:332) return call.result(), call

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:437, in _InactiveRpcError.result(self, timeout)
    [436](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:436) """See grpc.Future.result."""
--> [437](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:437) raise self

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:315, in _UnaryUnaryMultiCallable._with_call.<locals>.continuation(new_details, request)
    [314](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:314) try:
--> [315](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:315)     response, call = self._thunk(new_method).with_call(
    [316](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:316)         request,
    [317](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:317)         timeout=new_timeout,
    [318](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:318)         metadata=new_metadata,
    [319](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:319)         credentials=new_credentials,
    [320](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:320)         wait_for_ready=new_wait_for_ready,
    [321](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:321)         compression=new_compression,
    [322](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:322)     )
    [323](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:323)     return _UnaryOutcome(response, call)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1177, in _UnaryUnaryMultiCallable.with_call(self, request, timeout, metadata, credentials, wait_for_ready, compression)
   [1171](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1171) (
   [1172](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1172)     state,
   [1173](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1173)     call,
   [1174](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1174) ) = self._blocking(
   [1175](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1175)     request, timeout, metadata, credentials, wait_for_ready, compression
   [1176](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1176) )
-> [1177](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1177) return _end_unary_response_blocking(state, call, True, None)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1003, in _end_unary_response_blocking(state, call, with_call, deadline)
   [1002](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1002) else:
-> [1003](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1003)     raise _InactiveRpcError(state)

_InactiveRpcError: <_InactiveRpcError of RPC that terminated with:
    status = StatusCode.UNAUTHENTICATED
    details = "missing authorization in header"
    debug_error_string = "UNKNOWN:Error received from peer  {created_time:"2024-05-27T15:41:38.647605945+02:00", grpc_status:16, grpc_message:"missing authorization in header"}"
>

The above exception was the direct cause of the following exception:

_InactiveRpcError                         Traceback (most recent call last)
    [... skipping hidden 1 frame]

Cell In[12], [line 1](vscode-notebook-cell:?execution_count=12&line=1)
----> [1](vscode-notebook-cell:?execution_count=12&line=1) vector_store = MilvusVectorStore(uri="http://localhost:19530/", dim=1024, token="root:Milvus",enable_sparse=True)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:269, in MilvusVectorStore.__init__(self, uri, token, collection_name, dim, embedding_field, doc_id_field, similarity_metric, consistency_level, overwrite, text_key, output_fields, index_config, search_config, batch_size, enable_sparse, sparse_embedding_function, hybrid_ranker, hybrid_ranker_params, **kwargs)
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:268) host, port = extract_host_port(uri)
--> [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:269) connections.connect("default", host=host, port=port)
    [270](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:270) self._collection = Collection(collection_name)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:447, in Connections.connect(self, alias, user, password, db_name, token, **kwargs)
    [445](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:445)         kwargs["secure"] = True
--> [447](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:447) connect_milvus(**kwargs, user=user, password=password, token=token, db_name=db_name)
    [448](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:448) return

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:398, in Connections.connect.<locals>.connect_milvus(**kwargs)
    [396](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:396) timeout = t if isinstance(t, (int, float)) else Config.MILVUS_CONN_TIMEOUT
--> [398](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:398) gh._wait_for_channel_ready(timeout=timeout)
    [399](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:399) if kwargs.get("keep_alive", False):

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:155, in GrpcHandler._wait_for_channel_ready(self, timeout)
    [154](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:154) except Exception as e:
--> [155](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:155)     raise e from e

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:148, in GrpcHandler._wait_for_channel_ready(self, timeout)
    [147](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:147)     grpc.channel_ready_future(self._channel).result(timeout=timeout)
--> [148](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:148)     self._setup_identifier_interceptor(self._user, timeout=timeout)
    [149](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:149) except grpc.FutureTimeoutError as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:266, in GrpcHandler._setup_identifier_interceptor(self, user, timeout)
    [265](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:265) host = socket.gethostname()
--> [266](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:266) self._identifier = self.__internal_register(user, host, timeout=timeout)
    [267](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:267) self._identifier_interceptor = interceptor.header_adder_interceptor(
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:268)     ["identifier"], [str(self._identifier)]
    [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:269) )

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:161, in error_handler.<locals>.wrapper.<locals>.handler(*args, **kwargs)
    [157](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:157)     LOGGER.error(
    [158](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:158)         f"grpc RpcError: [{inner_name}], <{e.__class__.__name__}: "
    [159](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:159)         f"{e.code()}, {e.details()}>, <Time:{record_dict}>"
    [160](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:160)     )
--> [161](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:161)     raise e from e
    [162](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:162) except Exception as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:143, in error_handler.<locals>.wrapper.<locals>.handler(*args, **kwargs)
    [142](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:142)     record_dict["RPC start"] = str(datetime.datetime.now())
--> [143](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:143)     return func(*args, **kwargs)
    [144](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:144) except MilvusException as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:182, in tracing_request.<locals>.wrapper.<locals>.handler(self, *args, **kwargs)
    [181](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:181)     self.set_onetime_request_id(req_id)
--> [182](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:182) return func(self, *args, **kwargs)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:91, in retry_on_rpc_failure.<locals>.wrapper.<locals>.handler(*args, **kwargs)
     [90](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:90) if e.code() in IGNORE_RETRY_CODES:
---> [91](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:91)     raise e from e
     [92](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:92) if timeout(start_time):

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:87, in retry_on_rpc_failure.<locals>.wrapper.<locals>.handler(*args, **kwargs)
     [86](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:86) try:
---> [87](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:87)     return func(*args, **kwargs)
     [88](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:88) except grpc.RpcError as e:
     [89](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:89)     # Do not retry on these codes

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:220, in upgrade_reminder.<locals>.handler(*args, **kwargs)
    [219](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:219)         raise MilvusException(message=msg) from e
--> [220](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:220)     raise e from e
    [221](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:221) except Exception as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:212, in upgrade_reminder.<locals>.handler(*args, **kwargs)
    [211](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:211) try:
--> [212](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:212)     return func(*args, **kwargs)
    [213](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:213) except grpc.RpcError as e:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1965, in GrpcHandler.__internal_register(self, user, host, **kwargs)
   [1964](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1964) req = Prepare.register_request(user, host)
-> [1965](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1965) response = self._stub.Connect(request=req)
   [1966](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1966) check_status(response.status)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:277, in _UnaryUnaryMultiCallable.__call__(self, request, timeout, metadata, credentials, wait_for_ready, compression)
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:268) def __call__(
    [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:269)     self,
    [270](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:270)     request: Any,
   (...)
    [275](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:275)     compression: Optional[grpc.Compression] = None,
    [276](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:276) ) -> Any:
--> [277](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:277)     response, ignored_call = self._with_call(
    [278](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:278)         request,
    [279](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:279)         timeout=timeout,
    [280](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:280)         metadata=metadata,
    [281](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:281)         credentials=credentials,
    [282](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:282)         wait_for_ready=wait_for_ready,
    [283](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:283)         compression=compression,
    [284](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:284)     )
    [285](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:285)     return response

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:332, in _UnaryUnaryMultiCallable._with_call(self, request, timeout, metadata, credentials, wait_for_ready, compression)
    [329](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:329) call = self._interceptor.intercept_unary_unary(
    [330](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:330)     continuation, client_call_details, request
    [331](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:331) )
--> [332](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:332) return call.result(), call

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:437, in _InactiveRpcError.result(self, timeout)
    [436](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:436) """See grpc.Future.result."""
--> [437](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:437) raise self

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:315, in _UnaryUnaryMultiCallable._with_call.<locals>.continuation(new_details, request)
    [314](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:314) try:
--> [315](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:315)     response, call = self._thunk(new_method).with_call(
    [316](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:316)         request,
    [317](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:317)         timeout=new_timeout,
    [318](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:318)         metadata=new_metadata,
    [319](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:319)         credentials=new_credentials,
    [320](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:320)         wait_for_ready=new_wait_for_ready,
    [321](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:321)         compression=new_compression,
    [322](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:322)     )
    [323](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:323)     return _UnaryOutcome(response, call)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1177, in _UnaryUnaryMultiCallable.with_call(self, request, timeout, metadata, credentials, wait_for_ready, compression)
   [1171](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1171) (
   [1172](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1172)     state,
   [1173](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1173)     call,
   [1174](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1174) ) = self._blocking(
   [1175](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1175)     request, timeout, metadata, credentials, wait_for_ready, compression
   [1176](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1176) )
-> [1177](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1177) return _end_unary_response_blocking(state, call, True, None)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1003, in _end_unary_response_blocking(state, call, with_call, deadline)
   [1002](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1002) else:
-> [1003](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1003)     raise _InactiveRpcError(state)

_InactiveRpcError: <_InactiveRpcError of RPC that terminated with:
    status = StatusCode.UNAUTHENTICATED
    details = "missing authorization in header"
    debug_error_string = "UNKNOWN:Error received from peer  {created_time:"2024-05-27T15:41:38.647605945+02:00", grpc_status:16, grpc_message:"missing authorization in header"}"
>

The above exception was the direct cause of the following exception:

_InactiveRpcError                         Traceback (most recent call last)
Cell In[12], [line 1](vscode-notebook-cell:?execution_count=12&line=1)
----> [1](vscode-notebook-cell:?execution_count=12&line=1) vector_store = MilvusVectorStore(uri="http://localhost:19530/", dim=1024, token="root:Milvus",enable_sparse=True)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:269, in MilvusVectorStore.__init__(self, uri, token, collection_name, dim, embedding_field, doc_id_field, similarity_metric, consistency_level, overwrite, text_key, output_fields, index_config, search_config, batch_size, enable_sparse, sparse_embedding_function, hybrid_ranker, hybrid_ranker_params, **kwargs)
    [267](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:267) else:
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:268)     host, port = extract_host_port(uri)
--> [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:269)     connections.connect("default", host=host, port=port)
    [270](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:270)     self._collection = Collection(collection_name)
    [272](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/llama_index/vector_stores/milvus/base.py:272) self._create_index_if_required()

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:447, in Connections.connect(self, alias, user, password, db_name, token, **kwargs)
    [444](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:444)         if parsed_uri.scheme == "https":
    [445](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:445)             kwargs["secure"] = True
--> [447](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:447)     connect_milvus(**kwargs, user=user, password=password, token=token, db_name=db_name)
    [448](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:448)     return
    [450](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:450) # 2nd Priority, connection configs from env

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:398, in Connections.connect.<locals>.connect_milvus(**kwargs)
    [395](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:395) t = kwargs.get("timeout")
    [396](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:396) timeout = t if isinstance(t, (int, float)) else Config.MILVUS_CONN_TIMEOUT
--> [398](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:398) gh._wait_for_channel_ready(timeout=timeout)
    [399](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:399) if kwargs.get("keep_alive", False):
    [400](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:400)     gh.register_state_change_callback(
    [401](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:401)         ReconnectHandler(self, alias, kwargs_copy).reconnect_on_idle
    [402](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/orm/connections.py:402)     )

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:155, in GrpcHandler._wait_for_channel_ready(self, timeout)
    [150](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:150)     raise MilvusException(
    [151](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:151)         code=Status.CONNECT_FAILED,
    [152](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:152)         message=f"Fail connecting to server on {self._address}, illegal connection params or server unavailable",
    [153](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:153)     ) from e
    [154](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:154) except Exception as e:
--> [155](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:155)     raise e from e

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:148, in GrpcHandler._wait_for_channel_ready(self, timeout)
    [146](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:146) try:
    [147](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:147)     grpc.channel_ready_future(self._channel).result(timeout=timeout)
--> [148](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:148)     self._setup_identifier_interceptor(self._user, timeout=timeout)
    [149](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:149) except grpc.FutureTimeoutError as e:
    [150](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:150)     raise MilvusException(
    [151](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:151)         code=Status.CONNECT_FAILED,
    [152](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:152)         message=f"Fail connecting to server on {self._address}, illegal connection params or server unavailable",
    [153](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:153)     ) from e

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:266, in GrpcHandler._setup_identifier_interceptor(self, user, timeout)
    [264](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:264) def _setup_identifier_interceptor(self, user: str, timeout: int = 10):
    [265](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:265)     host = socket.gethostname()
--> [266](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:266)     self._identifier = self.__internal_register(user, host, timeout=timeout)
    [267](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:267)     self._identifier_interceptor = interceptor.header_adder_interceptor(
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:268)         ["identifier"], [str(self._identifier)]
    [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:269)     )
    [270](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:270)     self._final_channel = grpc.intercept_channel(
    [271](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:271)         self._final_channel, self._identifier_interceptor
    [272](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:272)     )

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:161, in error_handler.<locals>.wrapper.<locals>.handler(*args, **kwargs)
    [156](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:156)     record_dict["gRPC error"] = str(datetime.datetime.now())
    [157](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:157)     LOGGER.error(
    [158](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:158)         f"grpc RpcError: [{inner_name}], <{e.__class__.__name__}: "
    [159](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:159)         f"{e.code()}, {e.details()}>, <Time:{record_dict}>"
    [160](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:160)     )
--> [161](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:161)     raise e from e
    [162](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:162) except Exception as e:
    [163](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:163)     record_dict["Exception"] = str(datetime.datetime.now())

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:143, in error_handler.<locals>.wrapper.<locals>.handler(*args, **kwargs)
    [141](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:141) try:
    [142](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:142)     record_dict["RPC start"] = str(datetime.datetime.now())
--> [143](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:143)     return func(*args, **kwargs)
    [144](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:144) except MilvusException as e:
    [145](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:145)     record_dict["RPC error"] = str(datetime.datetime.now())

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:182, in tracing_request.<locals>.wrapper.<locals>.handler(self, *args, **kwargs)
    [180](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:180) if req_id:
    [181](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:181)     self.set_onetime_request_id(req_id)
--> [182](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:182) return func(self, *args, **kwargs)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:91, in retry_on_rpc_failure.<locals>.wrapper.<locals>.handler(*args, **kwargs)
     [88](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:88) except grpc.RpcError as e:
     [89](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:89)     # Do not retry on these codes
     [90](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:90)     if e.code() in IGNORE_RETRY_CODES:
---> [91](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:91)         raise e from e
     [92](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:92)     if timeout(start_time):
     [93](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:93)         raise MilvusException(e.code, f"{to_msg}, message={e.details()}") from e

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:87, in retry_on_rpc_failure.<locals>.wrapper.<locals>.handler(*args, **kwargs)
     [85](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:85) while True:
     [86](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:86)     try:
---> [87](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:87)         return func(*args, **kwargs)
     [88](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:88)     except grpc.RpcError as e:
     [89](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:89)         # Do not retry on these codes
     [90](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:90)         if e.code() in IGNORE_RETRY_CODES:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:220, in upgrade_reminder.<locals>.handler(*args, **kwargs)
    [215](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:215)         msg = (
    [216](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:216)             "this version of sdk is incompatible with server, "
    [217](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:217)             "please downgrade your sdk or upgrade your server"
    [218](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:218)         )
    [219](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:219)         raise MilvusException(message=msg) from e
--> [220](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:220)     raise e from e
    [221](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:221) except Exception as e:
    [222](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:222)     raise e from e

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:212, in upgrade_reminder.<locals>.handler(*args, **kwargs)
    [209](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:209) @functools.wraps(func)
    [210](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:210) def handler(*args, **kwargs):
    [211](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:211)     try:
--> [212](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:212)         return func(*args, **kwargs)
    [213](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:213)     except grpc.RpcError as e:
    [214](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/decorators.py:214)         if e.code() == grpc.StatusCode.UNIMPLEMENTED:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1965, in GrpcHandler.__internal_register(self, user, host, **kwargs)
   [1961](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1961) @retry_on_rpc_failure()
   [1962](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1962) @upgrade_reminder
   [1963](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1963) def __internal_register(self, user: str, host: str, **kwargs) -> int:
   [1964](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1964)     req = Prepare.register_request(user, host)
-> [1965](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1965)     response = self._stub.Connect(request=req)
   [1966](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1966)     check_status(response.status)
   [1967](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/pymilvus/client/grpc_handler.py:1967)     return response.identifier

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:277, in _UnaryUnaryMultiCallable.__call__(self, request, timeout, metadata, credentials, wait_for_ready, compression)
    [268](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:268) def __call__(
    [269](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:269)     self,
    [270](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:270)     request: Any,
   (...)
    [275](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:275)     compression: Optional[grpc.Compression] = None,
    [276](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:276) ) -> Any:
--> [277](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:277)     response, ignored_call = self._with_call(
    [278](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:278)         request,
    [279](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:279)         timeout=timeout,
    [280](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:280)         metadata=metadata,
    [281](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:281)         credentials=credentials,
    [282](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:282)         wait_for_ready=wait_for_ready,
    [283](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:283)         compression=compression,
    [284](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:284)     )
    [285](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:285)     return response

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:332, in _UnaryUnaryMultiCallable._with_call(self, request, timeout, metadata, credentials, wait_for_ready, compression)
    [327](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:327)         return _FailureOutcome(exception, sys.exc_info()[2])
    [329](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:329) call = self._interceptor.intercept_unary_unary(
    [330](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:330)     continuation, client_call_details, request
    [331](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:331) )
--> [332](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:332) return call.result(), call

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:437, in _InactiveRpcError.result(self, timeout)
    [433](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:433) def result(
    [434](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:434)     self, timeout: Optional[float] = None
    [435](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:435) ) -> Any:  # pylint: disable=unused-argument
    [436](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:436)     """See grpc.Future.result."""
--> [437](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:437)     raise self

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:315, in _UnaryUnaryMultiCallable._with_call.<locals>.continuation(new_details, request)
    [306](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:306) (
    [307](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:307)     new_method,
    [308](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:308)     new_timeout,
   (...)
    [312](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:312)     new_compression,
    [313](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:313) ) = _unwrap_client_call_details(new_details, client_call_details)
    [314](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:314) try:
--> [315](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:315)     response, call = self._thunk(new_method).with_call(
    [316](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:316)         request,
    [317](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:317)         timeout=new_timeout,
    [318](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:318)         metadata=new_metadata,
    [319](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:319)         credentials=new_credentials,
    [320](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:320)         wait_for_ready=new_wait_for_ready,
    [321](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:321)         compression=new_compression,
    [322](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:322)     )
    [323](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:323)     return _UnaryOutcome(response, call)
    [324](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_interceptor.py:324) except grpc.RpcError as rpc_error:

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1177, in _UnaryUnaryMultiCallable.with_call(self, request, timeout, metadata, credentials, wait_for_ready, compression)
   [1162](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1162) def with_call(
   [1163](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1163)     self,
   [1164](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1164)     request: Any,
   (...)
   [1169](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1169)     compression: Optional[grpc.Compression] = None,
   [1170](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1170) ) -> Tuple[Any, grpc.Call]:
   [1171](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1171)     (
   [1172](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1172)         state,
   [1173](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1173)         call,
   [1174](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1174)     ) = self._blocking(
   [1175](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1175)         request, timeout, metadata, credentials, wait_for_ready, compression
   [1176](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1176)     )
-> [1177](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1177)     return _end_unary_response_blocking(state, call, True, None)

File ~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1003, in _end_unary_response_blocking(state, call, with_call, deadline)
   [1001](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1001)         return state.response
   [1002](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1002) else:
-> [1003](https://file+.vscode-resource.vscode-cdn.net/home/poclain/Documents/LLM_from_base/~/Documents/LLM_from_base/.venv/lib/python3.11/site-packages/grpc/_channel.py:1003)     raise _InactiveRpcError(state)

_InactiveRpcError: <_InactiveRpcError of RPC that terminated with:
    status = StatusCode.UNAUTHENTICATED
    details = "missing authorization in header"
    debug_error_string = "UNKNOWN:Error received from peer  {created_time:"2024-05-27T15:41:38.647605945+02:00", grpc_status:16, grpc_message:"missing authorization in header"}"
richzw commented 4 months ago

You can try the latest version llama-index-vector-stores-milvus-0.1.16, per this PR https://github.com/run-llama/llama_index/commit/46331976ae3127011921521a20ea93ec0ef68776, Unify the collection construction regardless of the value of enable_sparse. @osafaimal