Excited to launch multimodal support in the Gemini API File Search tool🚀 You can now use Gemini Em...
TL;DR · AI Summary
Gemini API File Search 工具新增多模态支持，支持图像与文档嵌入，简化 RAG 构建，并可引用页码；但信息高度碎片化，无技术细节或验证。
Key Takeaways
- Gemini Embedding 2 现支持图像和文档联合嵌入
- File Search 工具升级后可支撑多模态 RAG 场景
- 新增页码引用能力，提升检索结果可追溯性
结构提纲
按章节快速跳转。
- §发布通告
宣布 Gemini API File Search 工具上线多模态支持功能。
支持 Gemini Embedding 2 对图像和文档统一嵌入与存储。
降低构建多模态检索增强生成系统的门槛。
检索结果可标注原始文档页码，增强可信度与调试能力。
思维导图
用一张图看清主题之间的关系。
查看大纲文本（无障碍 / 无 JS 友好）
- Gemini File Search 多模态升级
- 能力扩展
- 图像+文档嵌入
- 页码引用
- 开发价值
- 简化 RAG 构建
- 提供 starter app 与指南
金句 / Highlights
值得收藏与分享的关键句。
You can now use Gemini Embedding 2 to embed & store images & documents, which makes it super simple to create RAG systems!
Plus, we can now cite page numbers!
Excited to launch multimodal support in the Gemini API File Search tool🚀
You can now use Gemini Embedding 2 to embed & store images & documents, which makes it super simple to create RAG systems! Plus, we can now cite page numbers!
I created a developer guide & starter app👇 https://t.co/QZAHDo6jns" / X
Patrick Loeber on X: "Excited to launch multimodal support in the Gemini API File Search tool🚀 You can now use Gemini Embedding 2 to embed & store images & documents, which makes it super simple to create RAG systems! Plus, we can now cite page numbers! I created a developer guide & starter app👇 https://t.co/QZAHDo6jns" / X
Don’t miss what’s happening
Patrick Loeber 
Excited to launch multimodal support in the Gemini API File Search tool
You can now use Gemini Embedding 2 to embed & store images & documents, which makes it super simple to create RAG systems! Plus, we can now cite page numbers! I created a developer guide & starter app
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