Fix import order

11 files changed, 21 insertions, 25 deletions

diff --git a/rag/cli.py b/rag/cli.py
index 003718d..7e7e88a 100644
--- a/rag/cli.py
+++ b/rag/cli.py
@@ -1,10 +1,10 @@
 from pathlib import Path
+
 from dotenv import load_dotenv
 
-from rag.generator import get_generator, MODELS
-from rag.retriever.retriever import Retriever
+from rag.generator import MODELS, get_generator
 from rag.generator.prompt import Prompt
-
+from rag.retriever.retriever import Retriever
 
 if __name__ == "__main__":
     load_dotenv()
diff --git a/rag/generator/__init__.py b/rag/generator/__init__.py
index 541eff8..ba23ffc 100644
--- a/rag/generator/__init__.py
+++ b/rag/generator/__init__.py
@@ -1,8 +1,8 @@
 from typing import Type
 
 from .abstract import AbstractGenerator
-from .ollama import Ollama
 from .cohere import Cohere
+from .ollama import Ollama
 
 MODELS = ["ollama", "cohere"]
 
diff --git a/rag/generator/abstract.py b/rag/generator/abstract.py
index 5b336ea..1beacfb 100644
--- a/rag/generator/abstract.py
+++ b/rag/generator/abstract.py
@@ -1,5 +1,4 @@
 from abc import abstractmethod
-
 from typing import Any, Generator
 
 from .prompt import Prompt
diff --git a/rag/generator/cohere.py b/rag/generator/cohere.py
index cf95c18..7028b21 100644
--- a/rag/generator/cohere.py
+++ b/rag/generator/cohere.py
@@ -1,13 +1,12 @@
 import os
+from dataclasses import asdict
 from typing import Any, Generator
-import cohere
 
-from dataclasses import asdict
+import cohere
+from loguru import logger as log
 
-from .prompt import Prompt
 from .abstract import AbstractGenerator
-
-from loguru import logger as log
+from .prompt import Prompt
 
 
 class Cohere(metaclass=AbstractGenerator):
diff --git a/rag/generator/ollama.py b/rag/generator/ollama.py
index 1e968f6..cd8533b 100644
--- a/rag/generator/ollama.py
+++ b/rag/generator/ollama.py
@@ -4,11 +4,11 @@ from typing import Any, Generator, List
 import ollama
 from loguru import logger as log
 
-from .prompt import Prompt
-from .abstract import AbstractGenerator
-
 from rag.retriever.vector import Document
 
+from .abstract import AbstractGenerator
+from .prompt import Prompt
+
 SYSTEM_PROMPT = (
     "# System Preamble"
     "## Basic Rules"
diff --git a/rag/generator/prompt.py b/rag/generator/prompt.py
index 059592a..41f264e 100644
--- a/rag/generator/prompt.py
+++ b/rag/generator/prompt.py
@@ -1,7 +1,6 @@
 from dataclasses import dataclass
 from typing import List
 
-
 from rag.retriever.vector import Document
 
 
diff --git a/rag/retriever/document.py b/rag/retriever/document.py
index 54ac451..67ff936 100644
--- a/rag/retriever/document.py
+++ b/rag/retriever/document.py
@@ -1,8 +1,8 @@
 import hashlib
 import os
 
-from langchain_community.document_loaders.blob_loaders import Blob
 import psycopg
+from langchain_community.document_loaders.blob_loaders import Blob
 from loguru import logger as log
 
 TABLES = """
diff --git a/rag/retriever/encoder.py b/rag/retriever/encoder.py
index 753157f..db69ee5 100644
--- a/rag/retriever/encoder.py
+++ b/rag/retriever/encoder.py
@@ -1,6 +1,6 @@
 import os
 from pathlib import Path
-from typing import List, Dict
+from typing import Dict, List
 from uuid import uuid4
 
 import ollama
diff --git a/rag/retriever/parser/pdf.py b/rag/retriever/parser/pdf.py
index 410f027..4c5addc 100644
--- a/rag/retriever/parser/pdf.py
+++ b/rag/retriever/parser/pdf.py
@@ -3,11 +3,11 @@ from pathlib import Path
 from typing import List, Optional
 
 from langchain.text_splitter import RecursiveCharacterTextSplitter
-from langchain_core.documents import Document
+from langchain_community.document_loaders.blob_loaders import Blob
 from langchain_community.document_loaders.parsers.pdf import (
     PyPDFParser,
 )
-from langchain_community.document_loaders.blob_loaders import Blob
+from langchain_core.documents import Document
 
 
 class PDFParser:
diff --git a/rag/retriever/retriever.py b/rag/retriever/retriever.py
index 885dafe..deffae5 100644
--- a/rag/retriever/retriever.py
+++ b/rag/retriever/retriever.py
@@ -1,12 +1,13 @@
+from io import BytesIO
 from pathlib import Path
-from typing import Optional, List
+from typing import List, Optional
+
 from loguru import logger as log
 
-from io import BytesIO
 from .document import DocumentDB
 from .encoder import Encoder
 from .parser.pdf import PDFParser
-from .vector import VectorDB, Document
+from .vector import Document, VectorDB
 
 
 class Retriever:
diff --git a/rag/ui.py b/rag/ui.py
index 18e6bd1..2ca553b 100644
--- a/rag/ui.py
+++ b/rag/ui.py
@@ -1,13 +1,11 @@
 import streamlit as st
-
+from dotenv import load_dotenv
 from langchain_community.document_loaders.blob_loaders import Blob
 
-from dotenv import load_dotenv
-from rag.generator import get_generator, MODELS
+from rag.generator import MODELS, get_generator
 from rag.generator.prompt import Prompt
 from rag.retriever.retriever import Retriever
 
-
 if __name__ == "__main__":
     load_dotenv()
     retriever = Retriever()