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Mastering AI Agents for Databases
Mastering AI Agents for Databases

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

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Profile Icon Paulo Dichone
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€63.99
Video Aug 2024 2hrs 17mins 1st Edition
Video
€63.99
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Renews at €18.99p/m
Arrow left icon
Profile Icon Paulo Dichone
Arrow right icon
€63.99
Video Aug 2024 2hrs 17mins 1st Edition
Video
€63.99
Subscription
Free Trial
Renews at €18.99p/m
Video
€63.99
Subscription
Free Trial
Renews at €18.99p/m

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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.

What you will learn

  • Build and deploy AI agents for efficient database management
  • Integrate and interact with CSV and SQL databases using AI agents
  • Customize AI agent responses with advanced prompting techniques
  • Develop user-friendly interfaces using Streamlit
  • Implement OpenAI function calling for enhanced database functionalities
  • Use OpenAI Assistants API for advanced AI-driven database solutions

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Aug 08, 2024
Length: 2hrs 17mins
Edition : 1st
Language : English
ISBN-13 : 9781836640592
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Languages :
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Product Details

Publication date : Aug 08, 2024
Length: 2hrs 17mins
Edition : 1st
Language : English
ISBN-13 : 9781836640592
Category :
Languages :
Tools :

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Table of Contents

10 Chapters
Introduction Chevron down icon Chevron up icon
Setup Development Environment Chevron down icon Chevron up icon
AI Agents Deep Dive Chevron down icon Chevron up icon
Building Database AI Agents - Deep Dive Chevron down icon Chevron up icon
Building Database Agents - CSV Agents Chevron down icon Chevron up icon
Building Database Agents - SQL Database Agents Chevron down icon Chevron up icon
OpenAI Function Calling & SQL Database Chevron down icon Chevron up icon
Function Calling - Using Function Calling with Database AI Agents Chevron down icon Chevron up icon
OpenAI Assistants API - Leveraging the Assistants API for SQL Database AI Agents Chevron down icon Chevron up icon
Wrap Up Chevron down icon Chevron up icon
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