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使用 Amazon Bedrock Data Automation 处理财务文档

本文探讨了 Amazon Bedrock Data Automation 如何准确地从四种常见财务文档中提取信息：银行对账单、W-2 表格、1099-B 税表和供应商合同。我们将重点介绍这些文档的复杂性，详细说明在 Amazon Bedrock Data Automation 中创建的自定义提取功能，并描述提取过程的结果。

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AI and Machine LearningHow AI is giving small businesses a major advantageBy Lisa Gevelber • 2-minute read

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v1.10.2

Bump surya for upstream fix - https://github.com/datalab-to/surya/releases/tag/v0.17.1 What's Changed update readme by @u-ashish in #908 Dev by @u-ashish in #909 Fix license by @VikParuchuri in #926 A

Minor fixes

What's Changed Fix typo in superscript/subscript condition check by @Tenkeboks in #897 Enable passing arbitrary config by @VikParuchuri in #901 Dev by @VikParuchuri in #902 New Contributors @Tenkeboks

New Layout Model + Misc Updates

Model Update Upgrade to a new layout model through surya. Major performance boost Misc Updates README updates Added a new flag - --html_tables_in_markdown. When output_format is set to markdown, this

Enable metadata storage

What's Changed Update README by @u-ashish in #872 Add Modal example for marker deployment by @u-ashish in #850 Dev by @u-ashish in #873 Vik/quality by @VikParuchuri in #876 Dev by @VikParuchuri in #87

v1.9.2

Misc Updates Allow LLM processor to loop to improve tables further Detect and fix cases where table cells cut text lines to reduce hallucinations Update commercial terms What's Changed Table Hotfixes

Fix Blank Table Cells

What's Changed fix: make sure rounded poly == blank if all same coords by @zanussbaum in #857 fix: blank table cells by @zanussbaum in #861 Full Changelog: v1.9.0...v1.9.1

Marker Block Mode

Moving marker to block mode inference. OCR is done at the block level now, instead of the line level. While this is a bit slower, it boosts accuracy. What's Changed Marker Block Mode by @tarun-menta i

Gemini JSON fix

What's Changed update license and README to reflect OpenRAIL license change by @sandy0kwon in #844 Dev by @VikParuchuri in #848 New Contributors @sandy0kwon made their first contribution in #844 Full

Misc fixes

What's Changed fix: increase max tokens for equation processor by @zanussbaum in #828 Add block ids to html renderer by @VikParuchuri in #840 Fix: retry on invalid JSON from Gemini by @runarmod in #82

New OCR model; better OCR heuristics

New OCR model that is better all-around, but particularly at math Improved OCR heuristics, will now prioritize accuracy over speed Drop format_lines, since force_ocr is generally a bit more accurate,