from app.services.ingestion_service import ingestion_service
from app.api.dependencies import get_rag_service
from pathlib import Path
from langchain_community.document_loaders import PyPDFLoader
from langchain_community.document_loaders import PyMuPDFLoader

# with open("tang24c.pdf", "rb") as f:
#     file_content = f.read()

# with open("demo.pdf", "wb") as f2:
#     f2.write(file_content)

file_path = Path("Script.pdf")
obj = get_rag_service()
print(obj.ingest_documents("Script.pdf"))
# documents = ingestion_service.load_file(file_path)
# print(len(documents))
# file_service.write_file(file_path=file_path, content=content)


# # 1. Write a file with some metadata
# my_file = Path("tang24c.pdf")
# file_service.write_file(my_file, "Hello VGEC!", metadata={"type": "text", "important": True})

# # 2. Get the metadata back later
# metadata = file_service.get_record("tang24c.pdf")
# print(metadata) # Output: {'type': 'text', 'important': True}

# # 3. List everything we know
# all_records = file_service.get_records()