Getting Started with the Vercel AI SDK in Node.js

For years, one of the longest-running frustrations we had with Mongoose wasn't performance, or casting, or even types.

Autocomplete seems like one of the easiest features to build.

If you've built enough apps with MongoDB, you've probably wished for a GUI that actually understands your Mongoose configuration and schemas — one that can autocomplete field names, write queries that behave the same way your models do, and even help you build dashboards without leaving your codebase.

Retrieval augmented generation, or RAG for short, is injects additional context into an LLM prompt in order to get better results.