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Database AI Agents: Complete Guide [NEW] (Udemy.com)

Leverage AI and LangChain to Build Advanced Database Query Agents and Interactive Applications

Created by: Paulo Dichone

Last updated November 2024

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What you will learn

  • Master Database AI Agents: Understand AI agents and use them to solve complex problems with natural language database interactions.
  • Build AI Agents with LangChain: Create AI agents using LangChain to read, interpret, and query data from CSV files and SQL databases.
  • Implement Function Calling: Enable AI agents to execute specific functions like querying databases and returning structured results.
  • Develop Interactive Apps: Create interactive applications with Streamlit for user queries and dynamic AI responses.

How it compares

Against the other 1,182 rated Udemy courses in IT & Software on CourseDuck:

  • Rating4.5 out of 5higher than 45% of them
  • Reviews1,123#368 of 1,183 by number of reviews
  • Length2.4 hoursshorter than 79% of them
  • Last updatedNovember 2024earlier than 59% of them

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Course Description

Unlock the potential of artificial intelligence with Mastering Database AI Agents: Build Interactive Applications with LangChain. This comprehensive course empowers you to create sophisticated AI agents capable of interacting with databases using natural language. Perfect for developers, data professionals, business analysts, and tech enthusiasts, this course will elevate your skills and enhance your ability to build AI-driven applications.

What You'll Learn

  • Understand AI Agents: Grasp the core concepts of AI agents and their applications in solving complex database-related problems.

  • Build with LangChain: Use the LangChain framework to construct AI agents that can seamlessly read, interpret, and query data from CSV files and SQL databases.

  • Implement Function Calling: Learn to implement function calling within AI agents, enabling efficient execution of specific database queries and returning structured results.

  • Develop Interactive Applications: build user-friendly, interactive applications that allow dynamic AI-driven query responses.

Key Topics Covered

  • Introduction to AI agents and their practical uses

  • Detailed walkthrough of the LangChain framework

  • Creating AI agents that can handle CSV and SQL data

  • Implementing advanced function calling for database interactions

  • Building interactive applications

Course Highlights

  • Practical projects and real-world examples

  • Step-by-step instructions for building and deploying AI agents

  • Insights into creating dynamic, user-interactive applications

  • Access to a community of learners and expert instructors for support

Who Should Enroll

  • Developers and Programmers: Enhance your AI and database interaction skills to build advanced applications.

  • Data Professionals: Automate and streamline data querying and analysis tasks with AI.

  • Business Analysts: Utilize AI to extract meaningful insights from large datasets using natural language queries.

  • Tech Enthusiasts: Explore AI agents and interactive applications to stay ahead in the tech world.

Prerequisites

  • Basic programming knowledge (Python recommended)

  • Understanding of SQL and databases

  • Computer with internet access

  • OpenAI API key (minimal costs may apply)

Join us on Udemy and transform your approach to database interactions with AI. Enroll now to start building powerful, AI-driven applications today!

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Instructor Details

Paulo Dichone

Hi, I’m Paulo – Your Guide to Mastering Development, Cloud, and AI Engineering

With a passion for empowering learners, I’ve had the privilege of teaching over 350,000 students across 175 countries. Whether you’re diving into Android, Java, Flutter, AWS Cloud, or venturing into the world of AI engineering, I’m here to help you unlock your full potential.


My Expertise

I bring extensive hands-on experience in:

    AI Engineering 

    Mobile App Development (Android & iOS)

    Cross-Platform Development (Flutter, Dart, and JavaFX)

    AWS Cloud Solutions


And now, I’m also focused on the AI engineering landscape, helping developers leverage the power of machine learning and automation in their projects.


My Mission

No matter where you are in your journey—whether you're just starting or looking to sharpen advanced skills—my courses are designed to make you an exceptional developer and AWS Cloud Practitioner, equipped to tackle real-world challenges. Beyond coding, I enjoy spending time with my growing family, playing the guitar and mandolin, and traveling whenever I get the chance.


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Reviews

4.5

1,123 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Erick G on 3/28/2026

Great course to learn the practical use of OpenAI API and other tools to interact with, to resolve practical and useful and real problems from customers use cases. Even though I have to learn outside of the course the setup of python in VS studio Code and setup and environment and some troubles with all the other tools, I was able to overcome and benefit from the course, therefore I recommend this course

By Alessandro de Oliveira Borges on 12/29/2025

O curso está muito melhor do que eu esperava! O LangChain é famoso pelas atualizações desruptivas, mas se acompanhar o curso conforme material fornecido, funciona perfeitamente.

By Heiko Maerz on 10/13/2025

not my first course with Paulo, I like his style, and this is definitely getting me up to speed on database agents, something I need for my next project at work here, I gain both the understanding of the underlying concepts, and the confidence that I can translate my learnings

By Anonymized User on 9/14/2025

The course seems to be bare bone it does not cover any industry use cases or cover anything complex.

By Maros Uhliar on 7/23/2025

Well explained basics. If you never touched any AI agents setup, this is a good place to start.

By Anonymized User on 5/22/2025

The course is very informative and materials are understandable. Thank you.

By Nitish Srivastava on 5/17/2025

Good course for beginner. or for introduction. This can be better, if it should have real life issue to face. An actual database contains just not one table but many, with foreign key and many secured data which this course should have it. This is should have details how to generate different analytics reports from database. For salary example it should have an example HRMS datastructure, with employee, its salary, its master data and how to generate reports from it using AI. Using langchain and other models in example. How to do prompt engineering for RDMS structure, to save to show SQL query or table structures to show from user.

By RAMAKRISHNAN DAMODARAN on 11/3/2024

The course is to the point and gives clarity with the necessary concepts and providing working examples. So anyone can explore more.

By Dan Galorath on 9/20/2024

intro is very good. I don't want to learn to sling code so this is probably not the course for me.

By Frank Martinez Moreno on 8/8/2024

Amazing overview for programmers or business users on of the most interesting topics of last months in computer science. State of the art, but also implementation. Thank you.

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Overall Score : 90 / 100