Udemy – Text-to-SQL Spring AI Implementation with RAG 2024-12

Udemy – Text-to-SQL Spring AI Implementation with RAG 2024-12

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Apr 18, 2025 - 18:03
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Udemy – Text-to-SQL Spring AI Implementation with RAG 2024-12
Udemy – Text-to-SQL Spring AI Implementation with RAG 2024-12

Text-to-SQL Spring AI Implementation with RAG Course. In today’s world, building AI applications has become very popular. For Java developers, the best choice for building these applications is to use Spring AI. To learn how to use Spring AI to build AI applications, we need a practical example. Text-to-SQL is a common application of AI to increase productivity. Using Text-to-SQL, non-technical people can describe query requirements from a database using natural language. These queries are sent to Large Language Models (LLM). LLM can generate SQL statements to answer user queries. Also, LLM can use tools to execute SQL statements and return query results to the user. Text-to-SQL is a good example of AI applications.

What you will learn in the Text-to-SQL Spring AI Implementation with RAG course:

  • How to use ChatClient to send a request to LLM and receive a response.
  • How to extract database metadata and include it in the request sent to LLM.
  • How to use Spring AI advisors to intercept ChatClient requests to process requests and responses.
  • How to use Embedding and Vector Store models to implement semantic search in database metadata.
  • How to use LLM to generate summaries of database tables and SQL statements.
  • How to use LLM to automatically reselect tables.
  • How to allow the user to manually reselect tables using message history.
  • How to execute and validate SQL statements using functions.

This course is suitable for people who:

  • Are Java developers and are interested in building AI applications using Spring AI.

Course Details Text-to-SQL Spring AI Implementation with RAG

  • Publisher:  Udemy
  • Instructor:  Fu Cheng
  • Training level: Beginner to advanced
  • Training duration: 1 hour and 59 minutes
  • Number of lessons: 26

Course syllabus as of 20025/1

Text-to-SQL Spring AI Implementation with RAG

Course prerequisites

  • Basic knowledge of Java
  • Basic knowledge of Spring & Spring Boot
  • Basic knowledge of LLM

Course images

Text-to-SQL Spring AI Implementation with RAG

Sample course video

Installation Guide

After Extract, view with your favorite player.

Subtitles: None

Quality: 720p

Download link

Download Part 1 – 1 GB

Download Part 2 – 319 MB

File(s) password: www.downloadly.ir

File size

1.3 GB

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