Mastering AI Agents for Databases: Integrate AI Agents with Databases using LangChain for Advanced Query Agents and Interactive Apps

Paulo Dichone

€8.99 ~~€63.99~~

Video Aug 2024 2hrs 17mins 1st Edition

Paulo Dichone

€8.99 ~~€63.99~~

Video Aug 2024 2hrs 17mins 1st Edition

What do you get with a video?

Download this video in MP4 format

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

View table of contents

Download Code

Key benefits

Introduction to AI agents and their use cases, with step-by-step setup guidance for development
Build AI agents for CSV/SQL with in-depth tutorials and examples using LangChain and Streamlit
Learn advanced OpenAI techniques and APIs, applying skills to real-world scenarios and projects

Description

Embark on a journey to master the integration of AI agents with databases, an essential skill for modern data management and analysis. This course begins with a thorough introduction to AI agents, exploring their functionality and various use cases. You'll set up a robust development environment, ensuring a solid foundation for the advanced topics ahead. Dive into building your first AI agent with LangChain, where you'll learn to create, run, and optimize AI agents for diverse database scenarios. The course covers CSV and SQL database agents, demonstrating how to read data, customize responses, and enhance user interaction with Streamlit. You’ll gain proficiency in creating intuitive and efficient AI solutions tailored to database management. As the course progresses, you'll explore OpenAI's function calling capabilities and learn to leverage the Assistants API for SQL databases. This hands-on experience will equip you with the skills to implement, test, and deploy AI-driven database solutions, ensuring you're at the forefront of technological advancements. The course concludes with insights into future trends and next steps in your AI and database journey.

Who is this book for?

This course is designed for database administrators, data scientists, and software developers with a basic understanding of AI and programming concepts. Prior experience with databases and Python is recommended to fully benefit from the course.