🗂️ Document Search Examples
PageIndex currently enables reasoning-based RAG within a single document by default. For users who need to search across multiple documents, we provide three best-practice workflows for different scenarios below.
- Search by Metadata: for documents that can be distinguished by metadata.
- Search by Semantics: for documents with different semantic content or that cover diverse topics.
- Search by Description: a lightweight strategy for a small number of documents.
Searching across millions of documents? See our latest blog PageIndex File System: Massive-Scale Document Search for a vectorless RAG framework that scales tree-based retrieval across massive document collections.
💬 Community & Support
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