refactor: classes and configs (#528)

embedchain/config/vectordbs/BaseVectorDbConfig.py

@@ -0,0 +1,17 @@
+from typing import Optional
+
+from embedchain.config.BaseConfig import BaseConfig
+
+
+class BaseVectorDbConfig(BaseConfig):
+    def __init__(
+        self,
+        collection_name: Optional[str] = None,
+        dir: Optional[str] = None,
+        host: Optional[str] = None,
+        port: Optional[str] = None,
+    ):
+        self.collection_name = collection_name or "embedchain_store"
+        self.dir = dir or "db"
+        self.host = host
+        self.port = port

embedchain/config/vectordbs/ChromaDbConfig.py

@@ -0,0 +1,21 @@
+from typing import Optional
+
+from embedchain.config.vectordbs.BaseVectorDbConfig import BaseVectorDbConfig
+from embedchain.helper_classes.json_serializable import register_deserializable
+
+
+@register_deserializable
+class ChromaDbConfig(BaseVectorDbConfig):
+    def __init__(
+        self,
+        collection_name: Optional[str] = None,
+        dir: Optional[str] = None,
+        host: Optional[str] = None,
+        port: Optional[str] = None,
+        chroma_settings: Optional[dict] = None,
+    ):
+        """
+        :param chroma_settings: Optional. Chroma settings for connection.
+        """
+        self.chroma_settings = chroma_settings
+        super().__init__(collection_name=collection_name, dir=dir, host=host, port=port)

embedchain/config/vectordbs/ElasticsearchDBConfig.py

@@ -1,17 +1,25 @@
-from typing import Dict, List, Union
+from typing import Dict, List, Optional, Union
 
-from embedchain.config.BaseConfig import BaseConfig
+from embedchain.config.vectordbs.BaseVectorDbConfig import BaseVectorDbConfig
 from embedchain.helper_classes.json_serializable import register_deserializable
 
 
 @register_deserializable
-class ElasticsearchDBConfig(BaseConfig):
-    """
-    Config to initialize an elasticsearch client.
-    :param es_url. elasticsearch url or list of nodes url to be used for connection
-    :param ES_EXTRA_PARAMS: extra params dict that can be passed to elasticsearch.
-    """
-
-    def __init__(self, es_url: Union[str, List[str]] = None, **ES_EXTRA_PARAMS: Dict[str, any]):
+class ElasticsearchDBConfig(BaseVectorDbConfig):
+    def __init__(
+        self,
+        collection_name: Optional[str] = None,
+        dir: Optional[str] = None,
+        es_url: Union[str, List[str]] = None,
+        **ES_EXTRA_PARAMS: Dict[str, any],
+    ):
+        """
+        Config to initialize an elasticsearch client.
+        :param es_url. elasticsearch url or list of nodes url to be used for connection
+        :param ES_EXTRA_PARAMS: extra params dict that can be passed to elasticsearch.
+        """
+        # self, es_url: Union[str, List[str]] = None, **ES_EXTRA_PARAMS: Dict[str, any]):
         self.ES_URL = es_url
         self.ES_EXTRA_PARAMS = ES_EXTRA_PARAMS
+
+        super().__init__(collection_name=collection_name, dir=dir)