refactor: classes and configs (#528)

embedchain/bots/base.py

@@ -1,26 +1,25 @@
 from embedchain import CustomApp
-from embedchain.config import AddConfig, CustomAppConfig, QueryConfig
+from embedchain.config import AddConfig, CustomAppConfig, LlmConfig
+from embedchain.embedder.openai_embedder import OpenAiEmbedder
 from embedchain.helper_classes.json_serializable import (
     JSONSerializable, register_deserializable)
-from embedchain.models import EmbeddingFunctions, Providers
+from embedchain.llm.openai_llm import OpenAiLlm
+from embedchain.vectordb.chroma_db import ChromaDB
 
 
 @register_deserializable
 class BaseBot(JSONSerializable):
-    def __init__(self, app_config=None):
-        if app_config is None:
-            app_config = CustomAppConfig(embedding_fn=EmbeddingFunctions.OPENAI, provider=Providers.OPENAI)
-        self.app_config = app_config
-        self.app = CustomApp(config=self.app_config)
+    def __init__(self):
+        self.app = CustomApp(config=CustomAppConfig(), llm=OpenAiLlm(), db=ChromaDB(), embedder=OpenAiEmbedder())
 
     def add(self, data, config: AddConfig = None):
         """Add data to the bot"""
         config = config if config else AddConfig()
         self.app.add(data, config=config)
 
-    def query(self, query, config: QueryConfig = None):
+    def query(self, query, config: LlmConfig = None):
         """Query bot"""
-        config = config if config else QueryConfig()
+        config = config
         return self.app.query(query, config=config)
 
     def start(self):