https://github.com/javaaidev/simple-text-to-sql

Simple Text to SQL (No RAG), Spring AI Implementation
https://github.com/javaaidev/simple-text-to-sql

java spring-ai spring-boot springframework text-to-sql

Last synced: 3 months ago
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Simple Text to SQL (No RAG), Spring AI Implementation

• Host: GitHub
• URL: https://github.com/javaaidev/simple-text-to-sql
• Owner: JavaAIDev
• License: apache-2.0
• Created: 2024-10-09T03:35:59.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-09-19T10:04:57.000Z (4 months ago)
• Last Synced: 2025-09-19T11:31:36.893Z (4 months ago)
• Topics: java, spring-ai, spring-boot, springframework, text-to-sql
• Language: Java
• Homepage: https://javaaidev.com/docs/rag/samples/text-to-sql
• Size: 1.36 MB
• Stars: 3
• Watchers: 1
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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README

          
# Simple Text to SQL (No RAG)

[![build](https://github.com/JavaAIDev/simple-text-to-sql/actions/workflows/build.yaml/badge.svg)](https://github.com/JavaAIDev/simple-text-to-sql/actions/workflows/build.yaml)

> See JavaAIDev [article](https://javaaidev.com/docs/rag/samples/text-to-sql) for more details.

Test data: [Netflix data](https://github.com/neondatabase/postgres-sample-dbs?tab=readme-ov-file#netflix-data)

How to run:

1. Requires Java 21 to build and run.

2. Start Postgres database using Docker Compose.

3. Start the server and use [Chat Agent UI](http://localhost:8080/webjars/chat-agent-ui/index.html)

   to run query.

Sample query:

```text

How many movies were produced in the United States?

```

Output:

```text

The total number of movies produced in the United States is 2058.

```

See the screenshot below.

![Chat Agent UI](simple-text-to-sql-ui.png)

## Full Text-to-SQL Implementation

For a complete Text-to-SQL implementation, check out my [course](https://www.udemy.com/course/spring-ai-text-to-sql/?referralCode=6180D9A02FA8BA9D4F60).