Advanced search and reranking

Improve retrieval relevance beyond basic vector similarity.

WHAT

Improve retrieval relevance beyond basic vector similarity.

Good for:

Good for:

Combine both:

Query
 ├── Keyword Search
 └── Vector Search
          ↓
      Combined Results
          ↓
       Reranker
          ↓
     Final Context

A reranker evaluates retrieved candidates and reorders them by relevance.

If exact terms matter, pure semantic search may not be enough.

Hybrid retrieval can be better.

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If exact terms matter, pure semantic search may not be enough. Hybrid retrieval can be better.