MONGODB
MongoDB Search is the simplest way to build relevance-based search 4x faster and move beyond the performance limits of basic search operators.
Optimize compute resources to scale search and database needs independently for better performance with up to 60% reduction in query times—even for complex query types. Overcome the single-index limits of basic operators to ensure search remains fast as your dataset and complexity grow.
Instantly improve retrieval accuracy using Voyage AI's best-in-class reranker models without leaving the MongoDB query engine. With MongoDB native reranking, only the most relevant results reach your LLM, reducing token costs and latency for agentic and multi-step retrieval pipelines.

