Text-to-Query Agents with MongoDB and LangGraph

Training programme overview

Design text-to-query agents that convert instructions into MongoDB queries using LangGraph. A hands-on approach focused on building a text-analysis pipeline, safely generating queries, and integrating with a document database.

Introduction to the text-to-query agent concept and use cases for document databases.

Build a LangGraph pipeline to parse intent, extract filters and projections, and format a MongoDB query.

Techniques to prevent injection and validate query syntax before execution.

Practical integration: sending queries to MongoDB, error handling and fallback strategies.

Training · Intermediate