Code Formatting (#1828)

embedchain/embedchain/embedder/clarifai.py

@@ -1,18 +1,18 @@
 import os
 from typing import Optional, Union
 
+from chromadb import EmbeddingFunction, Embeddings
+
 from embedchain.config import BaseEmbedderConfig
 from embedchain.embedder.base import BaseEmbedder
 
-from chromadb import EmbeddingFunction, Embeddings
-
 
 class ClarifaiEmbeddingFunction(EmbeddingFunction):
     def __init__(self, config: BaseEmbedderConfig) -> None:
         super().__init__()
         try:
-            from clarifai.client.model import Model
             from clarifai.client.input import Inputs
+            from clarifai.client.model import Model
         except ModuleNotFoundError:
             raise ModuleNotFoundError(
                 "The required dependencies for ClarifaiEmbeddingFunction are not installed."

embedchain/embedchain/embedder/gpt4all.py

@@ -9,7 +9,9 @@ class GPT4AllEmbedder(BaseEmbedder):
     def __init__(self, config: Optional[BaseEmbedderConfig] = None):
         super().__init__(config=config)
 
-        from langchain_community.embeddings import GPT4AllEmbeddings as LangchainGPT4AllEmbeddings
+        from langchain_community.embeddings import (
+            GPT4AllEmbeddings as LangchainGPT4AllEmbeddings,
+        )
 
         model_name = self.config.model or "all-MiniLM-L6-v2-f16.gguf"
         gpt4all_kwargs = {'allow_download': 'True'}

embedchain/embedchain/embedder/openai.py

@@ -3,7 +3,6 @@ from typing import Optional
 
 from chromadb.utils.embedding_functions import OpenAIEmbeddingFunction
 
-
 from embedchain.config import BaseEmbedderConfig
 from embedchain.embedder.base import BaseEmbedder
 from embedchain.models import VectorDimensions