Use Case
Intelligent search with MongoDB
Deliver engaging experiences with highly accurate, contextual information, from surfacing relevant products to powering AI agents.
Smarter search, smarter gen AI, happier users
Data retrieval underpins the modern user experience, from delivering search results in applications to providing context for large language models and AI agents. MongoDB's intelligent search capabilities—featuring native text, vector, and hybrid search—make it easy to build highly contextual retrieval that addresses user needs.Contact Us
Unlock the full potential of your data
Advanced search, unmatched simplicity
Streamline operations and eliminate bolt-on systems. With robust search capabilities built into MongoDB Atlas, you can combine text search, vector search, geospatial data, and graphs for superior retrieval capabilities, all within a single database.
High-quality models for superior accuracy
Leverage innovative models for highly accurate, contextual information retrieval, powering sophisticated gen AI and search use cases.Transform user experiences with intelligent search
Robust retrieval capabilities built into the database power modern applications.
Full-text search
Simplify development and deliver relevance-based search 4x faster and for 77% lower cost than alternative solutions.
Vector search
Build semantic search and generative AI applications with native vector database capabilities. Store, index, and search vector embeddings for any type of data.
Hybrid search
Supercharge search applications and enrich context for large language models with greater precision and semantic understanding, all within one single database.
Embedding and reranking models
Enhance accuracy with Voyage AI's state-of-the-art models, or bring your own models from other popular providers.
“Swisscom’s e.foresight has over 3,500 documents about trends in the banking industry in its library, with more being added each day. MongoDB Atlas enables us to store and search all that information and create something relevant to a specific request.”
Product Manager, Banking Front Solutions, Swisscom
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How Generative AI is Shaping The Future of Search
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