# MongoDB.local NYC 2025: Definindo o Banco de Dados Ideal para a Era da IA

[MongoDB](https://yomu.fyi/company/mongodb) · Dev Ittycheria, President and CEO, MongoDB · Sep 18, 2025

**Type:** Announcement

## Summary

At MongoDB.local NYC, new product capabilities were unveiled to support modern enterprise workloads and artificial intelligence applications. The release of MongoDB 8.2 delivers improved performance alongside embedding and reranking models from Voyage AI for AI application development. Additionally, search and vector search capabilities have entered public preview for both MongoDB Community Edition and Enterprise Server across customer runtime environments. To address the high operational costs of legacy database systems, MongoDB introduced the Application Modernization Platform to accelerate migration and automated code rewriting using AI-driven tooling. These capabilities position the JSON-based document database as a foundational data layer providing persistent state, contextual retrieval, and memory for agentic AI systems.

## Context

Enterprises face substantial operational costs and technical constraints from legacy relational database systems that were not architected to scale with modern application complexity and artificial intelligence demands.

## Approach / What changed

MongoDB introduced MongoDB 8.2, integrated Voyage AI embedding and reranking models, made search and vector search available in public preview for Community Edition and Enterprise Server, and launched the AI-assisted MongoDB Application Modernization Platform.

## Takeaways

- Search and vector search features are available in public preview for both MongoDB Community Edition and Enterprise Server.
- The MongoDB Application Modernization Platform combines AI tools with specialized talent to execute legacy migrations two to three times faster and accelerate code rewriting tenfold.
- MongoDB 8.2 integrates Voyage AI embedding and reranking models to supply context, memory, and state for agentic AI workloads.

**Tags:** [LLMs](https://yomu.fyi/topic/llm), [Migrations](https://yomu.fyi/topic/migration), [Search](https://yomu.fyi/topic/search)

[Read original post](https://www.mongodb.com/company/blog/events/local-nyc-2025-defining-ideal-database-for-ai-era-br)