Everything you need to know about gemini api file search is now.
[ad_1]Filter the noise with custom metadata
Dumping files into a database is easy. Finding the right one at scale is the real challenge. Custom metadata allows you to attach key-value labels to your unstructured data — things like department: Legal or status: Final.
By applying metadata filters at query time, your application can scope requests to the data slice required. This significantly reduces noise from irrelevant documents, increasing both the speed and accuracy of your RAG workflows.
Show your work with page citations
When your application pulls an answer from a massive PDF, users need to verify exactly where that answer came from.
File Search now ties the model’s response directly to the original source. It captures the page number for every piece of indexed information. This level of granularity allows you to point users directly to the right spot, which helps build trust and makes your tool immediately useful for rigorous fact-checking.
Get started with File Search
We want to make it as easy as possible to store and retrieve the data that makes your ideas work. The File Search tool handles the heavy infrastructure so you can focus on building the product.
Uploading files and searching across them is simple:
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Frequently Asked Questions
Custom metadata lets you attach key-value labels like department: Legal or status: Final to unstructured data, and filter by them at query time. This cuts noise from irrelevant documents and improves speed and accuracy of RAG workflows.
File Search captures the page number for every piece of indexed information and ties the model's response directly to the original source, so users can verify exactly where an answer came from.
Yes, it is described as multimodal, meaning it works across different content types in your files rather than just plain text.
The File Search tool handles the heavy infrastructure, so uploading files and searching across them is simple and developers can focus on building their product.
