[Feature]: Add support for creating app using yaml config (#787)

embedchain/config/vectordb/base.py

@@ -10,6 +10,7 @@ class BaseVectorDbConfig(BaseConfig):
         dir: str = "db",
         host: Optional[str] = None,
         port: Optional[str] = None,
+        **kwargs,
     ):
         """
         Initializes a configuration class instance for the vector database.
@@ -22,8 +23,14 @@ class BaseVectorDbConfig(BaseConfig):
         :type host: Optional[str], optional
         :param host: Database connection remote port. Use this if you run Embedchain as a client, defaults to None
         :type port: Optional[str], optional
+        :param kwargs: Additional keyword arguments
+        :type kwargs: dict
         """
         self.collection_name = collection_name or "embedchain_store"
         self.dir = dir
         self.host = host
         self.port = port
+        # Assign additional keyword arguments
+        if kwargs:
+            for key, value in kwargs.items():
+                setattr(self, key, value)