unsloth/studio/backend/core/inference
danielhanchen 3851a543d8 Studio: contained chat document extraction with fast adaptive parsing
Adds document extraction to the chat composer with a small footprint that
reuses the existing RAG preview UI and is fast by default.

Backend
- Adaptive PDF extraction: born-digital pages produce layout-aware Markdown
  via pymupdf4llm and render no page images, so a text PDF issues no VLM
  calls. Only pages without a text layer are detected as scanned and
  rendered for OCR.
- Scanned pages are transcribed (not summarized) through the already loaded
  vision model over /v1/chat/completions. No dedicated OCR model is loaded
  and the chat model is never swapped out.
- Adaptive render DPI (120, env override) and bounded async caption
  concurrency (2 local, 3 gguf, env override).
- /chat/document-support and /chat/extract-document endpoints with NDJSON
  streaming progress, cancellation, multipart size guards, and token-budget
  truncation.

Frontend
- Reuses the existing RAG DocumentPreviewSheet and MarkdownPreview to render
  an extracted document inline (a new markdown preview target), instead of a
  separate preview panel.
- Extraction uses whatever model is loaded; there is no OCR model picker,
  cross-tab lock, or custom-code consent step.
- Compact document chips in the composer and transcript; image data is
  stripped from persisted attachments.
- Document settings expose a mode (fast text, auto, scanned), a caption
  toggle, a token budget, and concurrency. Unknown settings keys are ignored.

Adds backend tests for the adaptive path, the support probe, NDJSON
streaming, cancellation, error mapping, and the scanned-page dedup.
2026-06-25 12:28:33 +00:00
..
__init__.py Studio: contained chat document extraction with fast adaptive parsing 2026-06-25 12:28:33 +00:00
_html_to_md.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
anthropic_compat.py Studio: improve OpenAI- and Anthropic-compatible API spec compliance (#6010) 2026-06-09 17:13:25 +02:00
api_monitor.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
audio_codecs.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
chat_template_helpers.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
chat_templates.py Studio: bundle Gemma 4 chat templates (E2B/E4B + larger) and auto-apply to unsloth/gemma-4-*-GGUF (#6245) 2026-06-12 05:49:39 -07:00
defaults.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
external_provider.py Studio: ignore unsupported env proxy during Studio startup (#6102) 2026-06-11 05:13:27 -07:00
inference.py fix(studio): handle multimodal list content in inference text paths (#4383) (#6480) 2026-06-23 01:26:11 -07:00
key_exchange.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
llama_cpp.py Studio: contained chat document extraction with fast adaptive parsing 2026-06-25 12:28:33 +00:00
llama_http.py Studio: serialize non-streaming responses once and pool the proxy client (#6393) 2026-06-17 22:38:02 -07:00
llama_server_args.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
llama_stats.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
mcp_client.py Studio: enable stdio MCP servers on a loopback bind (#6295) 2026-06-15 03:02:32 +01:00
mcp_config_import.py studio: show MCP "Import config" on the add-server form (#6030) 2026-06-11 16:17:22 +01:00
message_content.py fix(studio): handle multimodal list content in inference text paths (#4383) (#6480) 2026-06-23 01:26:11 -07:00
mlx_inference.py Expose runtime context length for hub models (#6154) 2026-06-11 22:13:53 +03:00
orchestrator.py Studio: persistent per-user trust_remote_code approval cache (#6551) 2026-06-22 05:12:49 -07:00
pricing.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
providers.py Studio: Add custom provider option to Connections (#6112) 2026-06-12 13:09:35 +02:00
runtime_context.py Expose runtime context length for hub models (#6154) 2026-06-11 22:13:53 +03:00
safetensors_agentic.py Studio: show tool-call progress for large GGUF tool arguments (#6484) 2026-06-22 05:50:10 -07:00
tensor_fallback.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
tool_call_parser.py Fix Gemma 4 GGUF OpenAI API streams (#6476) 2026-06-23 06:13:56 -07:00
tool_loop_controller.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
tools.py Use UTF-8 for Python code-execution subprocess I/O (#6489 class) (#6548) 2026-06-22 09:06:03 -07:00
worker.py Generalize transformers tier selection by probing AutoConfig (#6550) 2026-06-22 08:20:06 -07:00