Using Tries to Autocomplete MongoDB Queries in Node.js

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.