Text-to-Query Agents with MongoDB and LangGraph

MedelnivåKunskapsnivå

Uppdaterad 2026-03

Discover how to talk to your data using text-to-query AI agents with MongoDB and LangGraph.

Kursbeskrivning

Have you ever wished that your could chat with your database? This is now a possibility with LLMs and AI agents. In this course, you'll learn how to interact and chat with a MongoDB database instance, using LangGraph for agent orchestration. You'll learn about the challenges and value of text-to-query workflows, build your own to answer data-related questions about a movies dataset, and even implement memory checkpointing to pick up your conversations where they left off!

Förkunskapskrav

Introduction to Functions in Python

Text-to-Query Agents: Applications and Architecture

Learn how to build text-to-query agents so you can have conversations with your data!

Text-to-query agents

50 XP

Get set up for the hands-on exercises

100 XP

The text-to-query workflow

50 XP

Writing MongoDB queries

100 XP

More complex aggregations

100 XP

A text-to-query workflow in practice

100 XP

Starta kapitel

Automating Text-to-Query Workflows with Agents

Make your text-to-query workflow agentic! Building and orchestrating AI agents with LangGraph will allow you to create smart and dynamic text-to-query workflows.

The text-to-query agent architecture

50 XP

Building the agent's toolbox

100 XP

Creating the text-to-query prompt

100 XP

Orchestrating the text-to-query agent

100 XP

Starta kapitel

Adding Memory to the Agent

Integrate a short-term memory into your text-to-query agent so it doesn't have to re-run queries to combine insights.

Memory and checkpointing in LangGraph

50 XP

Adding memory to the agent

100 XP

Congratulations!

50 XP

Starta kapitel

Text-to-Query Agents with MongoDB and LangGraph

Kurs
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Text-to-Query Agents with MongoDB and LangGraph

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Kursbeskrivning

Förkunskapskrav

Text-to-Query Agents: Applications and Architecture

Automating Text-to-Query Workflows with Agents

Adding Memory to the Agent

Tjäna ett prestationsbevis

Gå med 19 miljoner lärande och börja Text-to-Query Agents with MongoDB and LangGraph idag!

Utveckla dina datakunskaper med DataCamp för mobilen

Kursbeskrivning

Tjäna ett prestationsbevis

Gå med .css-nklxlk{color:var(--wf-brand--main, #03EF62);}19 miljoner lärande och börja Text-to-Query Agents with MongoDB and LangGraph idag!

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Utveckla dina datakunskaper med DataCamp för mobilen

Gå med 19 miljoner lärande och börja Text-to-Query Agents with MongoDB and LangGraph idag!