dicee.scripts.index_serve

$ docker pull qdrant/qdrant && docker run -p 6333:6333 -p 6334:6334 -v $(pwd)/qdrant_storage:/qdrant/storage:z qdrant/qdrant $ dicee_vector_db –index –serve –path CountryEmbeddings –collection “countries_vdb”

Attributes

`app`
`neural_searcher`

Classes

`NeuralSearcher`
`StringListRequest`	Usage docs: https://docs.pydantic.dev/2.10/concepts/models/

Functions

`get_default_arguments`()
`index`(args)
`root`()
`search_embeddings`(q)
`retrieve_embeddings`(q)
`search_embeddings_batch`(request)
`serve`(args)
`main`()

Module Contents

dicee.scripts.index_serve.get_default_arguments()

dicee.scripts.index_serve.index(args)

dicee.scripts.index_serve.app

dicee.scripts.index_serve.neural_searcher = None

class dicee.scripts.index_serve.NeuralSearcher(args)

collection_name

entity_to_idx = None

qdrant_client

topk = 5

retrieve_embedding(entity: str = None, entities: List[str] = None) → List

search(entity: str)

async dicee.scripts.index_serve.root()

async dicee.scripts.index_serve.search_embeddings(q: str)

async dicee.scripts.index_serve.retrieve_embeddings(q: str)

class dicee.scripts.index_serve.StringListRequest(/, **data: Any)

Bases: pydantic.BaseModel

Usage docs: https://docs.pydantic.dev/2.10/concepts/models/

A base class for creating Pydantic models.

__class_vars__: The names of the class variables defined on the model.

__private_attributes__: Metadata about the private attributes of the model.

__signature__: The synthesized __init__ [Signature][inspect.Signature] of the model.

__pydantic_complete__: Whether model building is completed, or if there are still undefined fields.

__pydantic_core_schema__: The core schema of the model.

__pydantic_custom_init__: Whether the model has a custom __init__ function.

__pydantic_decorators__: Metadata containing the decorators defined on the model. This replaces Model.__validators__ and Model.__root_validators__ from Pydantic V1.

__pydantic_generic_metadata__: Metadata for generic models; contains data used for a similar purpose to __args__, __origin__, __parameters__ in typing-module generics. May eventually be replaced by these.

__pydantic_parent_namespace__: Parent namespace of the model, used for automatic rebuilding of models.

__pydantic_post_init__: The name of the post-init method for the model, if defined.

__pydantic_root_model__: Whether the model is a [RootModel][pydantic.root_model.RootModel].

__pydantic_serializer__: The pydantic-core SchemaSerializer used to dump instances of the model.

__pydantic_validator__: The pydantic-core SchemaValidator used to validate instances of the model.

__pydantic_fields__: A dictionary of field names and their corresponding [FieldInfo][pydantic.fields.FieldInfo] objects.

__pydantic_computed_fields__: A dictionary of computed field names and their corresponding [ComputedFieldInfo][pydantic.fields.ComputedFieldInfo] objects.

__pydantic_extra__: A dictionary containing extra values, if [extra][pydantic.config.ConfigDict.extra] is set to ‘allow’.

__pydantic_fields_set__: The names of fields explicitly set during instantiation.

__pydantic_private__: Values of private attributes set on the model instance.

queries: List[str]

reducer: str | None = None

async dicee.scripts.index_serve.search_embeddings_batch(request: StringListRequest)

dicee.scripts.index_serve.serve(args)

dicee.scripts.index_serve.main()