Features
- Full-Featured Search Engine: Vespa offers a comprehensive search engine and vector database, supporting vector search (ANN), lexical search, and structured data search.
- Recommendation and Personalization: Effortlessly evaluate recommender models over content items using fast vector search, filtering, and machine-learned model assessment.
- Conversational AI: Real-time orchestration of storage, search, and reasoning operations enhances the utility of large language models.
- Semi-structured Navigation: Combine structured data, text, and search functionalities for dynamic navigation and filtering, ideal for e-commerce applications.
- Structured, Text & Vector Search: Perform advanced searches across structured data, text, and vectors in a single query, delivering advanced functionality and exceptional performance.
- Machine Learning Support: Engineered for scalable and efficient machine-learned model inference, supporting a wide range of models from various machine learning tools.
- Auto-elastic Data Management: Automatically distribute and redistribute data across nodes, eliminating concerns about data division and distribution.
- Unbeatable End-to-End Performance: Vespa scales seamlessly to handle any volume of data and traffic, leveraging a C++ core for hardware-near optimizations and efficient resource utilization.
Use Cases:
- Advanced Search Functionality: Leverage structured data, text, and vectors to achieve advanced search functionality and optimal performance.
- Machine Learning Excellence: Enjoy scalable and efficient support for machine-learned model inference, accommodating a wide variety of models from different machine learning tools.
- Effortless Data Management: Automatically distribute and redistribute data across nodes, simplifying data division and distribution concerns.
- Unmatched Performance: Scale Vespa effortlessly to handle any volume of data and traffic while maintaining exceptional performance with efficient resource utilization.
Vespa empowers you to build production-ready search applications with AI capabilities at any scale, seamlessly handling big data and high traffic loads.
