Jesse Hall, senior developer advocate with MongoDB, explained the building blocks for integrating artificial intelligence into React apps.

The New Stack is a publication covering trends and technologies in cloud-native development, DevOps, and software delivery. Developers can learn about containerization, Kubernetes, and cloud computing, as well as explore topics such as microservices architecture, serverless computing, and continuous integration/continuous delivery (CI/CD) pipelines.

The New Stack

Frontend development needs to include AI for richer insights from data. Developers can use custom data and embeddings to enable natural language queries and find relevant information. The suggested tech stack includes Next.js, OpenAI's Chat GPT, Turbo, GPT 4, LangChain, Vercel's AI SDK, and MongoDB. GPTs can be made more real-time and context-aware with React, large language models, and RAG.

Combining AI with React for a Smarter Frontend