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Jerry Liu:OCR 是传统/脆弱系统主导的用例的完美例子,而通过应用适量的代理智能,可以既准确又廉价地解决它。

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OCR 是传统/脆弱系统主导的用例的完美例子,而通过应用适量的代理智能,可以既准确又廉价地解决它。

一个适当调优的代理 OCR 需要动态地将额外计算应用于复杂元素,审查并纠正失败,并在整个页面中创建正确的语义含义。这是一项前沿模型在成本和延迟方面过于工程化,同时在长尾复杂边缘案例中表现挣扎的任务。

看看下面 @LoganMarkewich 的这篇博客文章:

https://www.llamaindex.ai/blog/ocr-is-dead-long-live-agentic-ocr

Jerry Liu 的原推文配图 1
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引用 @llama_index 的推文
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OCR is the perfect example of a use case that has been dominated by legacy/brittle systems, and can be solved both accurately and cheaply by applying the right amount of agentic intelligence. A properly tuned agentic OCR needs to dynamically apply extra compute to complex elements, review and correct failures, and create the right semantic meaning throughout the page. It's a task that frontier models are both overengineered for in terms of cost and latency, and struggle at over a long tail of complex edge cases. Check out this blog post by @LoganMarkewich below: https://t.co/41iPHRleIW

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