pinecone.py 663 B

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  1. from typing import Optional
  2. from embedchain.config.vectordb.base import BaseVectorDbConfig
  3. from embedchain.helpers.json_serializable import register_deserializable
  4. @register_deserializable
  5. class PineconeDBConfig(BaseVectorDbConfig):
  6. def __init__(
  7. self,
  8. collection_name: Optional[str] = None,
  9. dir: Optional[str] = None,
  10. vector_dimension: int = 1536,
  11. metric: Optional[str] = "cosine",
  12. **extra_params: dict[str, any],
  13. ):
  14. self.metric = metric
  15. self.vector_dimension = vector_dimension
  16. self.extra_params = extra_params
  17. super().__init__(collection_name=collection_name, dir=dir)