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Overview

Contextual AI’s instruction-following reranker is the world’s first reranker designed to follow custom instructions about how to prioritize documents based on specific criteria like recency, source, and metadata. With superior performance on the BEIR benchmark (scoring 61.2 and outperforming competitors by significant margins), it delivers unprecedented control and accuracy for enterprise RAG applications.

Key Features

  • Instruction Following: Dynamically control document ranking through natural language commands
  • Conflict Resolution: Intelligently handle contradictory information from multiple knowledge sources
  • Superior Accuracy: Achieve state-of-the-art performance on industry benchmarks
  • Seamless Integration: Drop-in replacement for existing rerankers in your RAG pipeline

Getting Started

See the Rerank How-to guide for a detailed walkthrough on how to use the Rerank API.

Additional Resources