unsloth/studio/backend/requirements
Roland Tannous c4b5889e53 Studio: layout-aware RAG parsers + heading-aware chunking (Phase 3A)
Replace bare-pypdf/python-docx/BeautifulSoup extraction with Markdown-
preserving parsers so the chunker can split on real heading boundaries
instead of running paragraphs together.

Parsers
- pdf.py:  pymupdf + pymupdf4llm.to_markdown() per page; pypdf kept as
           fallback when pymupdf can't open the file.
- docx.py: mammoth.convert_to_html() + markdownify, with an explicit
           style_map so Title/Heading 1..6 become h1..h6 in the output.
- html.py: BeautifulSoup pre-scrub (drop script/style) then markdownify
           so <h*>, <table>, <ul> convert faithfully.
- text.py: signature update only; TXT/MD pass through unchanged.
- parsers/__init__.py: new ParsedImage + ParseResult dataclass; parse()
  signature is now parse(path, *, want_images=False) -> ParseResult.
  ParseResult is iterable over .pages for backward compat.

Chunker
- chunking.py: prepend Markdown heading separators ("\n# " .. "\n#### ")
  to the priority list so heading-aware splits happen for free once the
  parsers emit Markdown.

Ingestion
- ingestion.py: single call site updated to consume ParseResult.pages.

Deps (no-torch-runtime.txt)
+ pymupdf>=1.24, pymupdf4llm>=0.0.17, mammoth>=1.7, markdownify>=0.13
- pypdf kept as a fallback path.

Tests
- test_rag_parsers.py asserts Markdown headings survive PDF/DOCX/HTML
  extraction; also exercises ParseResult iteration backward-compat.
- test_rag_chunking.py: new case verifying chunks start at Markdown
  heading boundaries when the input is Markdown.

Foundation for Phase 3B-late (heading-aware spans for late chunking)
and Phase 3B-multimodal (want_images=True enables image extraction in
the same parser layer). No schema or opt-in flags in this commit.
2026-05-24 11:10:13 +04:00
..
single-env Studio: add github_repo seed reader and GitHub Support Bot recipe (#5169) 2026-04-24 12:02:03 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
base.txt move requirements/ to studio/backend/ and update paths in setup.sh 2026-02-17 19:02:25 +00:00
extras-no-deps.txt change torchcodec version to 0.10.0 in extra-no-deps (#5043) 2026-04-16 19:50:57 +04:00
extras.txt Fixing Qwen3.5 bug and adding Outetts dependencies (#4459) 2026-03-19 01:52:07 -07:00
no-torch-runtime.txt Studio: layout-aware RAG parsers + heading-aware chunking (Phase 3A) 2026-05-24 11:10:13 +04:00
overrides.txt fix: Windows installer fails on _yaml.pyd Access Denied (os error 5) (#4617) 2026-03-26 05:15:19 -07:00
studio.txt studio: API external provider support for chat (OpenAI, Mistral, Gemini, Cohere, Anthropic, OpenRouter, DeepSeek, custom providers) (#4706) 2026-05-14 16:13:59 +04:00
triton-kernels.txt move requirements/ to studio/backend/ and update paths in setup.sh 2026-02-17 19:02:25 +00:00