v2.25.0

Feature

• [Experimental] Introduce VLM pipeline using HF AutoModelForVision2Seq, featuring SmolDocling model (#1054) (3c9fe76)
• cli: Add option for downloading all models, refine help messages (#1061) (ab683e4)

Fix

• Vlm using artifacts path (#1057) (e197225)
• html: Parse text in div elements as TextItem (#1041) (1b0ead6)

Documentation

• Extend chunking docs, add FAQ on token limit (#1053) (c84b973)

v2.24.0

Feature

• Implement new reading-order model (#916) (c93e369)

v2.23.1

Fix

• Runtime error when Pandas Series is not always of string type (#1024) (6796f0a)

Documentation

• Revamp picture description example (#1015) (27c0400)

v2.23.0

Feature

• Support cuda:n GPU device allocation (#694) (77eb77b)
• xml-jats: Parse XML JATS documents (#967) (428b656)

Fix

• Revise DocTags, fix iterate_items to output content_layer in items (#965) (6e75f0b)

v2.22.0

Feature

• Add support for CSV input with new backend to transform CSV files to DoclingDocument (#945) (00d9405)
• Introduce the enable_remote_services option to allow remote connections while processing (#941) (2716c7d)
• Allow artifacts_path to be defined as ENV (#940) (5101e25)

Fix

• Update Pillow constraints (#958) (af19c03)
• Fix the initialization of the TesseractOcrModel (#935) (c47ae70)

Documentation

• Update example Dockerfile with download CLI (#929) (7493d5b)
• Examples for picture descriptions (#951) (2d66e99)

v2.21.0

Feature

• Add content_layer property to items to address body, furniture and other roles (#735) (cf78d5b)

v2.20.0

Feature

• Describe pictures using vision models (#259) (4cc6e3e)

Fix

• Remove unused httpx (#919) (c18f47c)

v2.19.0

Feature

• New artifacts path and CLI utility (#876) (ed74fe2)

Fix

• markdown: Handle nested lists (#910) (90b766e)
• Test cases for RTL programmatic PDFs and fixes for the formula model (#903) (9114ada)
• msword_backend: Handle conversion error in label parsing (#896) (722a6eb)
• Enrichment models batch size and expose picture classifier (#878) (5ad6de0)

Documentation

• Introduce example with custom models for RapidOCR (#874) (6d3fea0)

v2.18.0

Feature

• Expose equation exports (#869) (6a76b49)
• Add option to define page range (#852) (70d68b6)
• docx: Support of SDTs in docx backend (#853) (d727b04)
• Python 3.13 support (#841) (4df085a)

Fix

• markdown: Fix parsing if doc ending with table (#873) (5ac2887)
• markdown: Add support for HTML content (#855) (94751a7)
• docx: Merged table cells not properly converted (#857) (0cd81a8)
• Processing of placeholder shapes in pptx that have text but no bbox (#868) (eff16b6)
• KeyError in tableformer prediction (#854) (b1cf796)
• Fixed docx import with headers that are also lists (#842) (2c037ae)
• Use new add_code in html backend and add more typing hints (#850) (2a1f8af)
• markdown: Fix empty block handling (#843) (bccb022)
• Fix for the crash when encountering WMF images in pptx and docx (#837) (fea0a99)

Documentation

• Updated the readme with upcoming features (#831) (d7c0828)
• Add example for inspection of picture content (#624) (f9144f2)

v2.17.0

Feature

• CLI: Expose code and formula models in the CLI (#820) (6882e6c)
• Add platform info to CLI version printout (#816) (95b293a)
• ocr: Expose rec_keys_path in RapidOcrOptions to support custom dictionaries (#786) (5332755)
• Introduce automatic language detection in TesseractOcrCliModel (#800) (3be2fb5)

Fix

• Fix single newline handling in MD backend (#824) (5aed9f8)
• Use file extension if filetype fails with PDF (#827) (adf6353)
• Parse html with omitted body tag (#818) (a112d7a)

Documentation

• Document Docling JSON parsing (#819) (6875913)
• Add SSL verification error mitigation (#821) (5139b48)
• backend XML: Do not delete temp file in notebook (#817) (4d41db3)
• Typo (#814) (8a4ec77)
• Added markdown headings to enable TOC in github pages (#808) (b885b2f)
• Description of supported formats and backends (#788) (c2ae1cc)