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from pathlib import Path
from typing import List, Optional
from langchain_core.documents.base import Document
from llm.encoder import Encoder
from llm.generator import Generator
from parser import pdf
from db.documents import Documents
from db.vectors import Vectors
class RAG:
def __init__(self) -> None:
self.generator = Generator()
self.encoder = Encoder()
self.docs = Documents()
self.vectors = Vectors()
def add_pdf(self, filepath: Path) -> Optional[List[Document]]:
chunks = pdf.parser(filepath)
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