Error uploading document to Chroma db

[OM-EL]

I am getting the following error when trying to upload a document.

ERROR [apps.rag.main] batch_size must be less than or equal to sync_threshold
Traceback (most recent call last):
  File "/app/backend/apps/rag/main.py", line 1007, in store_docs_in_vector_db
    collection = CHROMA_CLIENT.create_collection(name=collection_name)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/client.py", line 117, in create_collection
    model = self._server.create_collection(
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/telemetry/opentelemetry/__init__.py", line 146, in wrapper
    return f(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/fastapi.py", line 206, in create_collection
    model = CollectionModel.from_json(resp_json)
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/types.py", line 139, in from_json
    configuration = CollectionConfigurationInternal.from_json(
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/configuration.py", line 217, in from_json
    return cls(parameters=parameters)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/configuration.py", line 115, in __init__
    parameter.value = child_type.from_json(parameter.value)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/configuration.py", line 217, in from_json
    return cls(parameters=parameters)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/configuration.py", line 130, in __init__
    self.configuration_validator()
  File "/usr/local/lib/python3.11/site-packages/chromadb/api/configuration.py", line 286, in configuration_validator
    raise InvalidConfigurationError(
chromadb.api.configuration.InvalidConfigurationError: batch_size must be less than or equal to sync_threshold

[jaigouk]

hello. @OM-EL i am merging this work into stanford-oval/storm#135 after the merge, i will take a look.