31 lines
1.1 KiB
Python
31 lines
1.1 KiB
Python
from chromadb.utils import embedding_functions
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from .BaseAppConfig import BaseAppConfig
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class OpenSourceAppConfig(BaseAppConfig):
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"""
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Config to initialize an embedchain custom `OpenSourceApp` instance, with extra config options.
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"""
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def __init__(self, log_level=None, host=None, port=None, id=None):
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"""
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:param log_level: Optional. (String) Debug level
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['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'].
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:param id: Optional. ID of the app. Document metadata will have this id.
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:param host: Optional. Hostname for the database server.
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:param port: Optional. Port for the database server.
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"""
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super().__init__(
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log_level=log_level, ef=OpenSourceAppConfig.default_embedding_function(), host=host, port=port, id=id
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)
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@staticmethod
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def default_embedding_function():
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"""
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Sets embedding function to default (`all-MiniLM-L6-v2`).
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:returns: The default embedding function
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"""
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return embedding_functions.SentenceTransformerEmbeddingFunction(model_name="all-MiniLM-L6-v2")
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