MongoDB.local NYC 2025 : définir la base de données idéale à l'ère de l'IA

Summary

At the MongoDB.local NYC 2025 event, MongoDB unveiled several platform updates aimed at modernizing enterprise database architectures and supporting emerging agentic artificial intelligence workloads. The newly released MongoDB 8.2 version provides enhanced performance alongside expanded developer features across the broader document database ecosystem. The company also integrated Voyage AI embedding and reranking models to improve context retrieval precision and efficiency when building production-grade AI systems. Furthermore, dedicated Search and Vector Search capabilities have reached general availability across both MongoDB Community Edition and Enterprise Server environments. To streamline infrastructure transitions, the newly introduced Application Modernization Platform leverages AI-powered tooling and specialized techniques to migrate legacy database systems two to three times faster.

Context

Organizations face substantial financial and operational burdens maintaining legacy relational systems that lack the flexibility, scalability, and memory capabilities required to meet the demands of modern artificial intelligence applications.

Approach / What changed

MongoDB released MongoDB 8.2, integrated Voyage AI embedding and reranking models, released Search and Vector Search on Community Edition and Enterprise Server, and launched the Application Modernization Platform (AMP) to streamline legacy system migrations.

Takeaways

• Search and Vector Search capabilities are now generally available on MongoDB Community Edition and Enterprise Server.
• Voyage AI embedding and reranking models were introduced to enhance precision and efficiency in generative and agentic AI retrieval.
• The Application Modernization Platform (AMP) combines AI-powered tools and specialized methods to migrate legacy architectures two to three times faster.

Related reading

• MongoDB · Sep 18, 2025

  MongoDB.local NYC 2025: Definiendo la base de datos ideal para la era de la IA

  At MongoDB.local NYC 2025, MongoDB introduced new capabilities and product updates tailored for artificial intelligence workloads. MongoDB 8.2 was unveiled alongside public previews of full-text and vector search for both MongoDB Community Edition and Enterprise Server. The company also detailed its integration with Voyage AI embedding and reranking models to deliver precision retrieval across raw data, metadata, and vectors. To address legacy infrastructure migration hurdles, MongoDB launched the Application Modernization Platform, which combines AI-assisted tooling and specialized workflows to accelerate legacy application refactoring two to three times faster. These architectural updates aim to position the JSON document model as the persistent memory and context store required by autonomous, agentic AI workflows.

  Dev Ittycheria, President and CEO, MongoDB

• MongoDB · Sep 18, 2025