Google 今日正式推出 Gemini API 中的“文件搜索工具”（File Search Tool），一款完全托管的 RAG 系统。该工具将私有文件无缝转化为 Gemini 的知识库，用户无需自行处理数据分块、嵌入生成或向量存储等繁琐步骤，直接通过 API 集成即可实现高效检索与生成。

One of the most powerful AI features we've seen recently is "grounding"—the ability for an AI to connect to your personal ...

To help solve this, Google released the File Search Tool on the Gemini API, a fully managed RAG system “that abstracts away ...

I recently borrowed a Windows laptop from a friend. When I booted up the system, there was a system update. That’s fine because it’s Windows; the update took two hours and 45 minutes to complete. Once ...

Finding files swiftly and efficiently is essential for productivity, but Windows Search doesn't always cut it. Thankfully, there’s a variety of third-party tools that outperform Windows Search in ...

Google’s file manager app for Android, called Files by Google, is getting a powerful search tool. The Smart Search feature makes finding files easy even if you don’t know the file name. It lets you ...

See where Gemini File Search helps quick RAG builds and where it falls short, from metadata extraction to hybrid search and transparency concerns ...

Locating files and text from within Windows 11/10 is not hard at all. Microsoft has greatly improved its search capability, and today, searching is much better than in earlier versions. For the first ...

NEW YORK -- Mac users have been blessed with an easy-to-use tool for searching deep inside documents, not just their file names. So it struck me as odd that Google Inc. would be offering similar ...

I'm in the processes of cleaning up my MP3 collection and one of my last tasks is to identify 50 or so files, out of about 7500, that were transcoded/encoded with something called tunebite. I want to ...