Files
rag-ingestor/app/ingest/extractors.py

54 lines
1.4 KiB
Python

import io
from dataclasses import dataclass
import fitz # pymupdf
from docx import Document
SUPPORTED_TYPES = {"pdf", "md", "docx", "xlsx"}
class UnsupportedFileType(Exception):
pass
@dataclass(frozen=True)
class ExtractedPage:
page: int
text: str
def extract(data: bytes, file_type: str, filename: str) -> list[ExtractedPage]:
file_type = file_type.lower().lstrip(".")
if file_type not in SUPPORTED_TYPES:
raise UnsupportedFileType(file_type)
if file_type == "pdf":
return _extract_pdf(data)
if file_type == "md":
return _extract_md(data)
if file_type == "docx":
return _extract_docx(data)
if file_type == "xlsx":
return [ExtractedPage(page=1, text=f"Tabelle: {filename}")]
raise UnsupportedFileType(file_type) # unreachable
def _extract_pdf(data: bytes) -> list[ExtractedPage]:
pages: list[ExtractedPage] = []
with fitz.open(stream=data, filetype="pdf") as doc:
for i, page in enumerate(doc, start=1):
pages.append(ExtractedPage(page=i, text=page.get_text() or ""))
return pages
def _extract_md(data: bytes) -> list[ExtractedPage]:
return [ExtractedPage(page=1, text=data.decode("utf-8", errors="replace"))]
def _extract_docx(data: bytes) -> list[ExtractedPage]:
doc = Document(io.BytesIO(data))
text = "\n\n".join(p.text for p in doc.paragraphs if p.text)
return [ExtractedPage(page=1, text=text)]