Keyword & embedding based hybrid search, supporting natural language search.

Get long-text summary from raw content, supports markdown formatting for better readability.

Reranker provides a powerful semantic boot to search result accuracy.

Applicable to any keyword or vector search system without requiring any overhaul or replacement.