# Upstage — Turn Charts into LLM-Actionable Data: Introducing Chart Recognition in Upstage Document Parse

- Company: Upstage (upstage.ai)
- Announced: 2025-01-23
- Category: not stated
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://www.upstage.ai/blog/en/introducing-chart-recognition-in-upstage-document-parse
- Record: https://forck.live/items/18475-turn-charts-into-llm-actionable-data-introducing-chart-recognition-in-upstage
- Subject: Solar Pro / Solar Mini

Data-rich charts are pivotal in business documents, yet they remain among the most complex elements for traditional parsers to handle. From irregular layouts to diverse chart types, accurately parsing charts requires not only precision but also structural understanding at a deeper level. Document Parse has earned widespread acclaim for its robust capabilities, but users have expressed a desire for additional support for images—specifically charts. Now, with chart recognition , Document Parse extends its capabilities beyond reading text and tables to accurately converting charts to HTML, which often hold the most critical information in documents. With this capability, Document Parse transforms static chart visuals into structured text like HTML, bridging the gap between human-readable visuals and machine-readable insights. Why chart recognition matters Parsing documents often focuses on extracting text, tables, or basic images. Charts, however, are frequently overlooked due to their complexity. Attempting to use LLMs to interpret chart visuals directly can lead to inefficiencies, higher costs, and reduced accuracy. …

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Record: https://forck.live/items/18475-turn-charts-into-llm-actionable-data-introducing-chart-recognition-in-upstage
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