Add pypdfium2 as optional PDF parser

pageindex/client.py

@@ -5,12 +5,10 @@
 import concurrent.futures
 from pathlib import Path
 
-import PyPDF2
-
 from .page_index import page_index
 from .page_index_md import md_to_tree
 from .retrieve import get_document, get_document_structure, get_page_content
-from .utils import ConfigLoader, remove_fields
+from .utils import ConfigLoader, read_pdf_pages, remove_fields
 
 META_INDEX = "_meta.json"
 
@@ -32,7 +30,8 @@ class PageIndexClient:
 
     For agent-based QA, see examples/agentic_vectorless_rag_demo.py.
     """
-    def __init__(self, api_key: str = None, model: str = None, retrieve_model: str = None, workspace: str = None):
+    def __init__(self, api_key: str = None, model: str = None, retrieve_model: str = None,
+                 workspace: str = None):
         if api_key:
             os.environ["OPENAI_API_KEY"] = api_key
         elif not os.getenv("OPENAI_API_KEY") and os.getenv("CHATGPT_API_KEY"):
@@ -74,14 +73,11 @@ def index(self, file_path: str, mode: str = "auto") -> str:
                 if_add_node_summary='yes',
                 if_add_node_text='yes',
                 if_add_node_id='yes',
-                if_add_doc_description='yes'
+                if_add_doc_description='yes',
             )
             # Extract per-page text so queries don't need the original PDF
-            pages = []
-            with open(file_path, 'rb') as f:
-                pdf_reader = PyPDF2.PdfReader(f)
-                for i, page in enumerate(pdf_reader.pages, 1):
-                    pages.append({'page': i, 'content': page.extract_text() or ''})
+            page_texts = read_pdf_pages(file_path)
+            pages = [{'page': i, 'content': text} for i, text in enumerate(page_texts, 1)]
 
             self.documents[doc_id] = {
                 'id': doc_id,

pageindex/page_index.py

@@ -1065,9 +1065,9 @@ async def tree_parser(page_list, opt, doc=None, logger=None):
 
 def page_index_main(doc, opt=None):
     logger = JsonLogger(doc)
-    
+
     is_valid_pdf = (
-        (isinstance(doc, str) and os.path.isfile(doc) and doc.lower().endswith(".pdf")) or 
+        (isinstance(doc, str) and os.path.isfile(doc) and doc.lower().endswith(".pdf")) or
         isinstance(doc, BytesIO)
     )
     if not is_valid_pdf:
@@ -1112,7 +1112,7 @@ async def page_index_builder():
 
 def page_index(doc, model=None, toc_check_page_num=None, max_page_num_each_node=None, max_token_num_each_node=None,
                if_add_node_id=None, if_add_node_summary=None, if_add_doc_description=None, if_add_node_text=None):
-    
+
     user_opt = {
         arg: value for arg, value in locals().items()
         if arg != "doc" and value is not None

pageindex/retrieve.py

@@ -1,10 +1,9 @@
 import json
-import PyPDF2
 
 try:
-    from .utils import get_number_of_pages, remove_fields
+    from .utils import get_number_of_pages, read_pdf_pages, remove_fields
 except ImportError:
-    from utils import get_number_of_pages, remove_fields
+    from utils import get_number_of_pages, read_pdf_pages, remove_fields
 
 
 # ── Helpers ──────────────────────────────────────────────────────────────────
@@ -42,15 +41,13 @@ def _get_pdf_page_content(doc_info: dict, page_nums: list[int]) -> list[dict]:
             {'page': p, 'content': page_map[p]}
             for p in page_nums if p in page_map
         ]
-    path = doc_info['path']
-    with open(path, 'rb') as f:
-        pdf_reader = PyPDF2.PdfReader(f)
-        total = len(pdf_reader.pages)
-        valid_pages = [p for p in page_nums if 1 <= p <= total]
-        return [
-            {'page': p, 'content': pdf_reader.pages[p - 1].extract_text() or ''}
-            for p in valid_pages
-        ]
+    all_pages = read_pdf_pages(doc_info['path'])
+    total = len(all_pages)
+    valid_pages = [p for p in page_nums if 1 <= p <= total]
+    return [
+        {'page': p, 'content': all_pages[p - 1]}
+        for p in valid_pages
+    ]
 
 
 def _get_md_page_content(doc_info: dict, page_nums: list[int]) -> list[dict]:

pageindex/utils.py

@@ -384,30 +384,64 @@ def add_preface_if_needed(data):
 
 
 
-def get_page_tokens(pdf_path, model=None, pdf_parser="PyPDF2"):
-    if pdf_parser == "PyPDF2":
-        pdf_reader = PyPDF2.PdfReader(pdf_path)
-        page_list = []
-        for page_num in range(len(pdf_reader.pages)):
-            page = pdf_reader.pages[page_num]
-            page_text = page.extract_text()
-            token_length = litellm.token_counter(model=model, text=page_text)
-            page_list.append((page_text, token_length))
-        return page_list
-    elif pdf_parser == "PyMuPDF":
-        if isinstance(pdf_path, BytesIO):
-            pdf_stream = pdf_path
-            doc = pymupdf.open(stream=pdf_stream, filetype="pdf")
-        elif isinstance(pdf_path, str) and os.path.isfile(pdf_path) and pdf_path.lower().endswith(".pdf"):
-            doc = pymupdf.open(pdf_path)
-        page_list = []
-        for page in doc:
-            page_text = page.get_text()
-            token_length = litellm.token_counter(model=model, text=page_text)
-            page_list.append((page_text, token_length))
-        return page_list
-    else:
-        raise ValueError(f"Unsupported PDF parser: {pdf_parser}")
+SUPPORTED_PDF_PARSERS = ("PyPDF2", "pypdfium2", "PyMuPDF")
+
+# Module-level setting. Override by mutating this attribute or setting
+# PAGEINDEX_PDF_PARSER in the environment before import.
+DEFAULT_PDF_PARSER = os.getenv("PAGEINDEX_PDF_PARSER") or SUPPORTED_PDF_PARSERS[0]
+
+
+def read_pdf_pages(doc):
+    """Return a list of per-page text strings using the currently configured parser."""
+    parser = DEFAULT_PDF_PARSER
+
+    if parser == "PyPDF2":
+        reader = PyPDF2.PdfReader(doc)
+        return [(p.extract_text() or "") for p in reader.pages]
+
+    if parser == "pypdfium2":
+        try:
+            import pypdfium2 as pdfium
+        except ImportError as e:
+            raise ImportError(
+                "DEFAULT_PDF_PARSER='pypdfium2' requires the optional dependency. "
+                "Install it with: pip install pypdfium2"
+            ) from e
+        source = doc.getvalue() if isinstance(doc, BytesIO) else str(doc)
+        pdf = pdfium.PdfDocument(source)
+        try:
+            pages = []
+            for i in range(len(pdf)):
+                page = pdf[i]
+                tp = page.get_textpage()
+                try:
+                    text = (tp.get_text_bounded() or "").replace("\r\n", "\n")
+                finally:
+                    tp.close()
+                    page.close()
+                pages.append(text)
+            return pages
+        finally:
+            pdf.close()
+
+    if parser == "PyMuPDF":
+        if isinstance(doc, BytesIO):
+            d = pymupdf.open(stream=doc, filetype="pdf")
+        else:
+            d = pymupdf.open(str(doc))
+        try:
+            return [p.get_text() for p in d]
+        finally:
+            d.close()
+
+    raise ValueError(
+        f"Unsupported DEFAULT_PDF_PARSER={parser!r}. Choose from {SUPPORTED_PDF_PARSERS}."
+    )
+
+
+def get_page_tokens(pdf_path, model=None):
+    pages = read_pdf_pages(pdf_path)
+    return [(text, litellm.token_counter(model=model, text=text)) for text in pages]
 
 
 

requirements.txt

@@ -1,6 +1,7 @@
 litellm==1.83.7
 # openai-agents  # optional: required for examples/agentic_vectorless_rag_demo.py
 pymupdf==1.26.4
+# pypdfium2     # optional: enables pdf_parser="pypdfium2" (cleaner text, faster, Apache 2.0)
 PyPDF2==3.0.1
 python-dotenv==1.2.2
 pyyaml==6.0.2

run_pageindex.py

@@ -2,6 +2,7 @@
 import os
 import json
 from pageindex import *
+import pageindex.utils as pageindex_utils
 from pageindex.page_index_md import md_to_tree
 from pageindex.utils import ConfigLoader
 
@@ -28,7 +29,9 @@
                       help='Whether to add doc description to the doc')
     parser.add_argument('--if-add-node-text', type=str, default=None,
                       help='Whether to add text to the node')
-
+    parser.add_argument('--pdf-parser', type=str, default=None,
+                      help='PDF text extractor: PyPDF2 (default), pypdfium2 (requires `pip install pypdfium2`), or PyMuPDF')
+
     # Markdown specific arguments
     parser.add_argument('--if-thinning', type=str, default='no',
                       help='Whether to apply tree thinning for markdown (markdown only)')
@@ -64,6 +67,10 @@
         }
         opt = ConfigLoader().load({k: v for k, v in user_opt.items() if v is not None})
 
+        # CLI flag overrides the module-level default (and env var PAGEINDEX_PDF_PARSER).
+        if args.pdf_parser:
+            pageindex_utils.DEFAULT_PDF_PARSER = args.pdf_parser
+
         # Process the PDF
         toc_with_page_number = page_index_main(args.pdf_path, opt)
         print('Parsing done, saving to file...')