Filter out noise with custom metadata
It’s easy to dump files into the database. 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 limit requests to the required data slices. This significantly reduces noise from irrelevant documents, increasing both the speed and accuracy of your RAG workflow.
Showcase your work with page citations
When your application pulls the answer from a huge PDF, users need to verify where that answer came from.
File search now connects model responses directly to the original source. It captures the page number for each piece of information indexed. This level of granularity allows you to point users directly to the right place, 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 drives your ideas. The file search tool handles the heavy infrastructure so you can focus on building the product.
Uploading and searching files is easy:
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