AWS Partner Network (APN) Blog

Bakrudeen K

Author: Bakrudeen K

Shellkode-APN-Blog-020524

How Shellkode Uses Amazon Bedrock to Convert Natural Language Queries to NoSQL Statements

Large language models like Amazon Bedrock can generate MongoDB queries from natural language questions, transforming how users access NoSQL databases. By leveraging AI and language models, this solution allows business users to query MongoDB data through conversational English instead of code. It connects to MongoDB with PyMongo, generates queries with LangChain and Bedrock, retrieves and formats results into natural language answers.