Lucas ARRIESSE
commited on
Commit
·
2dc9b4d
1
Parent(s):
d952e74
Extract first supported file type in archive
Browse files- api/docs.py +38 -22
api/docs.py
CHANGED
@@ -41,11 +41,18 @@ KREUZBERG_CONFIG: ExtractionConfig = ExtractionConfig(
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# Unfortunately needs to be kept to 1, as libreoffice isn't built to support parallel instances
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LO_CONVERSION_MUTEX = asyncio.Semaphore(1)
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async def
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"""
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Converts the given file bytes using Libreoffice headless to the specified file type.
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This is an asynchronous version.
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Args:
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contents: File contents
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@@ -105,13 +112,16 @@ async def convert_file(contents: io.BytesIO, filename: str, input_ext: str, outp
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return out_bytes
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async def
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"""
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final_text: str = None
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if ext == ".doc":
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logging.debug(f"Converting {filename} .doc --> .docx")
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docx_bytes = await
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extracted_data = await extract_bytes(docx_bytes.read(), FORMAT_MIME_TYPES[".docx"], config=KREUZBERG_CONFIG)
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final_text = extracted_data.content
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elif ext == ".docx":
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@@ -122,11 +132,11 @@ async def convert_to_txt(filename: str, ext: str, bytes: io.BytesIO) -> list[str
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final_text = extracted_data.content
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elif ext == ".ppt":
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logging.debug(f"Converting {filename} .ppt --> .pptx")
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docx_bytes = await
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extracted_data = await extract_bytes(docx_bytes.read(), FORMAT_MIME_TYPES[".pptx"], config=KREUZBERG_CONFIG)
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final_text = extracted_data.content
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else:
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if ext in FORMAT_MIME_TYPES: # file extension is supported
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extracted_data = await extract_bytes(bytes.read(), FORMAT_MIME_TYPES[ext], config=KREUZBERG_CONFIG)
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final_text = extracted_data.content
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else:
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@@ -146,14 +156,17 @@ FTP_MAX_PARALLEL_WORKERS = asyncio.Semaphore(4)
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async def get_doc_archive(url: str, client: AsyncClient) -> tuple[str, str, io.BytesIO]:
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"""
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async with FTP_DOWNLOAD_RATE_LIMITER:
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async with FTP_MAX_PARALLEL_WORKERS:
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if not url.endswith("zip"):
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raise ValueError("URL doit pointer vers un fichier ZIP")
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doc_id = os.path.splitext(os.path.basename(url))[0]
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resp = await client.get(url, headers={
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"User-Agent": 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
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})
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@@ -168,10 +181,20 @@ async def get_doc_archive(url: str, client: AsyncClient) -> tuple[str, str, io.B
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file_name = entry.filename
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root, ext = os.path.splitext(file_name)
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doc_bytes = zf.read(file_name)
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return (root, ext.lower(), io.BytesIO(doc_bytes))
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-
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def apply_docx_revisions(docx_zip: zipfile.ZipFile) -> io.BytesIO:
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@@ -235,13 +258,6 @@ def apply_docx_revisions(docx_zip: zipfile.ZipFile) -> io.BytesIO:
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output.seek(0)
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return output
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FORMAT_MIME_TYPES = {
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".docx": "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
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".pdf": "application/pdf",
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".pptx": "application/vnd.openxmlformats-officedocument.presentationml.presentation"
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}
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# ============================================= Doc routes =========================================================
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@@ -356,7 +372,7 @@ async def download_docs(req: DownloadDocsRequest, http_client: AsyncClient = Dep
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"""Attempts to convert a document to text and returns success status and content."""
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try:
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filename, ext, bytes = await get_doc_archive(item.url, http_client)
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text_lines = await
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content_bytes = "\n".join(text_lines).encode("utf-8")
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return {"doc_id": item.document, "content": content_bytes, "agenda_item": item.agenda_item}
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except Exception as e:
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@@ -410,12 +426,12 @@ async def download_user_docs(files: list[UploadFile] = File(...)):
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filenames = [file["filename"] for file in file_infos]
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logging.info(f"Got {len(file_infos)} user files to convert.")
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logging.
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# convert files to text
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async def _process_single_document(item: dict):
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try:
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text_lines = await
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content_bytes = "\n".join(text_lines).encode("utf-8")
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return {"doc_id": item["filename"], "content": content_bytes}
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except Exception as e:
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@@ -478,7 +494,7 @@ async def extract_requirements_from_docs(req: ExtractRequirementsRequest, llm_ro
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# convert the docx to txt for use
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try:
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filename, ext, bytes = await get_doc_archive(url, http_client)
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txt_data = await
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full = "\n".join(txt_data)
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except Exception as e:
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fmt = "".join(traceback.format_exception(e))
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# Unfortunately needs to be kept to 1, as libreoffice isn't built to support parallel instances
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LO_CONVERSION_MUTEX = asyncio.Semaphore(1)
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# Supported file types for text extraction and their MIME type
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FORMAT_MIME_TYPES = {
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".docx": "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
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".pdf": "application/pdf",
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".pptx": "application/vnd.openxmlformats-officedocument.presentationml.presentation",
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".zip": ""
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}
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async def convert_file_type(contents: io.BytesIO, filename: str, input_ext: str, output_ext: str, filter: str = None) -> io.BytesIO:
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"""
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Converts the given file bytes using Libreoffice headless to the specified file type.
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Args:
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contents: File contents
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return out_bytes
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async def extract_text_contents(filename: str, ext: str, bytes: io.BytesIO) -> list[str]:
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"""
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Convert given file represented as a (filename, ext, bytes) to a list of lines.
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File types which require conversion for handling are converted to the appropriate format before being converted to text.
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"""
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final_text: str = None
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if ext == ".doc":
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logging.debug(f"Converting {filename} .doc --> .docx")
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docx_bytes = await convert_file_type(bytes, filename, "doc", "docx")
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extracted_data = await extract_bytes(docx_bytes.read(), FORMAT_MIME_TYPES[".docx"], config=KREUZBERG_CONFIG)
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final_text = extracted_data.content
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elif ext == ".docx":
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final_text = extracted_data.content
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elif ext == ".ppt":
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logging.debug(f"Converting {filename} .ppt --> .pptx")
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docx_bytes = await convert_file_type(bytes, filename, "ppt", "pptx")
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extracted_data = await extract_bytes(docx_bytes.read(), FORMAT_MIME_TYPES[".pptx"], config=KREUZBERG_CONFIG)
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final_text = extracted_data.content
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else:
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if ext in FORMAT_MIME_TYPES: # check if file extension is supported
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extracted_data = await extract_bytes(bytes.read(), FORMAT_MIME_TYPES[ext], config=KREUZBERG_CONFIG)
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final_text = extracted_data.content
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else:
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async def get_doc_archive(url: str, client: AsyncClient) -> tuple[str, str, io.BytesIO]:
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"""
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Récupère le document zippé depuis l'URL et le retourne un tuple (nom, extension, contenu).
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Le premier document avec une extension convertible en texte est séléctionné
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"""
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async with FTP_DOWNLOAD_RATE_LIMITER:
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async with FTP_MAX_PARALLEL_WORKERS:
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if not url.endswith("zip"):
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raise ValueError("URL doit pointer vers un fichier ZIP")
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# doc_id = os.path.splitext(os.path.basename(url))[0]
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resp = await client.get(url, headers={
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"User-Agent": 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
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})
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file_name = entry.filename
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root, ext = os.path.splitext(file_name)
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ext = ext.lower()
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# skip the file if it isn't supported
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if ext not in FORMAT_MIME_TYPES:
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logging.debug(
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f"Skipping unsupported filetype found in archive: {ext}")
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continue
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doc_bytes = zf.read(file_name)
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return (root, ext, io.BytesIO(doc_bytes))
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raise ValueError(
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"No file with a supported extension type was found in the archive file")
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def apply_docx_revisions(docx_zip: zipfile.ZipFile) -> io.BytesIO:
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output.seek(0)
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return output
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# ============================================= Doc routes =========================================================
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"""Attempts to convert a document to text and returns success status and content."""
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try:
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filename, ext, bytes = await get_doc_archive(item.url, http_client)
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text_lines = await extract_text_contents(filename, ext, bytes)
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content_bytes = "\n".join(text_lines).encode("utf-8")
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return {"doc_id": item.document, "content": content_bytes, "agenda_item": item.agenda_item}
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except Exception as e:
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filenames = [file["filename"] for file in file_infos]
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logging.info(f"Got {len(file_infos)} user files to convert.")
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logging.debug(f"Filenames: {filenames}")
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# convert files to text
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async def _process_single_document(item: dict):
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try:
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text_lines = await extract_text_contents(item["filename"], item["extension"], item["content"])
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content_bytes = "\n".join(text_lines).encode("utf-8")
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return {"doc_id": item["filename"], "content": content_bytes}
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except Exception as e:
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# convert the docx to txt for use
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try:
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filename, ext, bytes = await get_doc_archive(url, http_client)
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txt_data = await extract_text_contents(filename, ext, bytes)
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full = "\n".join(txt_data)
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except Exception as e:
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fmt = "".join(traceback.format_exception(e))
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