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LlamaIndex 推出 Extract Max Effort,文档提取达 ExtractBench Pro 61% 准确率

We've built the most accurate document extraction system on the planet. Extract Max Effort will spe...

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LlamaParse 出了个 Max Effort 模式,几百页保险文件、测井图都能抠出来,比 Opus 5.5 还便宜,做数据提取的可以试试。

LlamaIndex 为 LlamaParse 新增 Extract Max Effort 模式,针对复杂文档按页与 schema 复杂度动态分配 token 进行推理。该模式在 ExtractBench Pro 上取得 61% 的完美提取准确率,价格表现优于 Codex+Astra 与 Claude Code+Opus 5.5。适用场景包括数百页的保险费率文件、测井图表和建筑蓝图。该功能是在 Agentic Plus 模式上的一个开关,按额外计算量计费。

图片来源 · Jerry Liu
原文 · Jerry Liu

We've built the most accurate document extraction system on the planet. Extract Max Effort will spe...

We've built the most accurate document extraction system on the planet. Extract Max Effort will spend dynamic tokens reasoning about every visual detail across hundreds of pages to ensure that you get the maximum accuracy possible. Check out this massive well log report below. It's more accurate and still cheaper than the frontier agent harnesses on max thinking! (astra xhigh, opus 5.5 xhigh). Check it out: llamaindex.ai/blog/introduci… LlamaParse: cloud.llamaindex.ai Your browser does not support the video tag. 🔗 View on Twitter Jerry Liu @jerryjliu0 Today we're introducing Extract Max Effort - the best frontier agent in the world for document extraction 💫. 🚀 It is an absolute bazooka. Use this when you absolutely need perfect 100% extraction accuracy over the most complex documents and schemas. This includes reasoning over dense well log chats, full insurance rate filings spanning 100s of pages, or dense construction blueprints. 📈 It sets a new state of the art on ExtractBench Pro, achieving 61% perfect extraction accuracy. It beats Codex+Astra and Claude Code+Opus 5.5 on price/performance. It achieves this accuracy by allocating dynamic tokens depending on page and schema complexity. It is a toggle on top of our Agentic Plus mode, so additional pricing depends on any additional compute required. Blo llamaindex.ai/blog/introduci… p4N Come check it out in LlamaPars cloud.llamaindex.ai Fz8 Benchmar extractbenchpro.ai iti 🔗 View Quoted Tweet 💬 35 🔄 19 ❤️ 249 👀 17009 📊 94 ⚡