Fix formatting

lib/api/ingest.py

@@ -1,7 +1,7 @@
 from fastapi import APIRouter
-from lib.utils.prisma import prisma
 
 from lib.service.embedding import EmbeddingService
+from lib.utils.prisma import prisma
 
 router = APIRouter()
 

lib/service/embedding.py

@@ -1,17 +1,15 @@
-import requests
-
-from numpy import ndarray
-from typing import Any, Dict, List, Union
-from prisma.models import Datasource
 from tempfile import NamedTemporaryFile
-from decouple import config
-from sentence_transformers import SentenceTransformer
+from typing import List, Union
 
-from llama_index import SimpleDirectoryReader
+import requests
+from decouple import config
+from llama_index import Document, SimpleDirectoryReader
 from llama_index.node_parser import SimpleNodeParser
-from llama_index import Document
+from numpy import ndarray
+from sentence_transformers import SentenceTransformer
 
 from lib.service.vectordb import get_vector_service
+from prisma.models import Datasource
 
 
 class EmbeddingService:

lib/service/vectordb.py

@@ -1,9 +1,9 @@
-import pinecone
-
-from numpy import ndarray
-from typing import List
 from abc import ABC, abstractmethod
+from typing import List
+
+import pinecone
 from decouple import config
+from numpy import ndarray
 
 
 class VectorDBService(ABC):
@@ -27,7 +27,8 @@ def __init__(self, index_name: str, dimension: int, namespace: str = None):
             index_name=index_name, dimension=dimension, namespace=namespace
         )
         pinecone.init(api_key=config("PINECONE_API_KEY"))
-        # Create a new vector index if it doesn't exist dimensions should be passed in the arguments
+        # Create a new vector index if it doesn't
+        # exist dimensions should be passed in the arguments
         if index_name not in pinecone.list_indexes():
             pinecone.create_index(
                 name=index_name, metric="cosine", shards=1, dimension=dimension