Mixedbread
Search

File Search

File search returns complete files ranked by relevance rather than individual chunks. This is ideal for document discovery, finding relevant files, and when you need complete file context rather than specific excerpts.

Search for files and get complete file objects:

  • Returns complete file objects
  • Ranking based on overall file relevance
  • Best for document discovery
  • Slower performance but complete context
  • Returns individual text chunks
  • Ranking based on chunk-specific relevance
  • Best for precise information retrieval
  • Faster performance but fragmented context
Search
Learn how to search your Vector Store with semantic queries, configuration options, and advanced filtering capabilities.
Question Answering
Get AI-powered answers to your questions using Vector Store content as context, with optional citations and multimodal support.

Last updated: August 29, 2025