Spring Boot Project with Spring AI | Connect AI with Database (Car Sales AI Advisor)

🚀 Spring Boot Project with Spring AI | Connect AI with Database | Car Sales AI Advisor 🤖🚗

In this session, we connected our Spring Boot + Spring AI application with the database using Spring JDBC 🔥

Now the complete AI flow is working:

✅ User asks questions in Streamlit UI
✅ Spring AI generates SQL query dynamically
✅ Spring JDBC executes the query on the database
✅ Database returns real-time results
✅ AI converts raw database output into human-readable responses
✅ Response is displayed beautifully in the Streamlit UI

This is a real-world AI-powered backend architecture where AI is not just chatting — it is interacting directly with live database data 🚀

💡 Why Spring JDBC?
Because AI-generated SQL queries are dynamic at runtime, and Spring JDBC provides better flexibility and control for executing raw SQL queries efficiently.

🔥 Technologies Used:
• Spring Boot
• Spring AI
• Spring JDBC
• MySQL Database
• Streamlit UI
• AI-powered SQL Generation
• Real-time Database Query Execution

Perfect project for learning:
AI Integration + Java Backend + Database Connectivity + Real-world Full Stack Development 💻

🔥 Project Highlights:
Real-time backend APIs
AI-powered question answering system
No need for heavy cloud setup (can run locally using Ollama)

📌 Tech Stack:
Java | Spring Boot | Spring AI | LLM | Ollama | LLaMA | REST APIs | Database | Streamlit

📌 Who Should Watch
Java / Spring Boot Developers
Students looking for unique projects for Interview
Anyone interested in AI + Data Analytics

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Useful Playlists:

Spring Boot Project with Spring AI (Car Sales Analytics & AI Advisor ):
https://www.youtube.com/playlist?list=PL0P9REiGk_zYvIDf2qrcGEG-okbFObVPo

IntelliJ Series: https://www.youtube.com/playlist?list=PL0P9REiGk_zZnV-c2jQ-TgzcjqRSD5skJ

Java Backend ONE SHOT: https://www.youtube.com/playlist?list=PL0P9REiGk_zbfeFrzo7S64_Y5Cu-Q9Nw0

Core Java: https://www.youtube.com/playlist?list=PL0P9REiGk_zYoFXkWb5OkBpvySsBQyk9W

Advanced Java ( JDBC, Servlet, JSP, Hibernate JPA, Spring Core, Spring MVC, SpringBoot, Spring Data JPA, Spring Security, RESTAPI, Microservices, Realtime Project ) : https://www.youtube.com/playlist?list=PL0P9REiGk_zbsbYqxlOQ0pid9LZ75nKol

Design Pattern : https://www.youtube.com/playlist?list=PL0P9REiGk_zb-cJ013TQkEWgfYeVmXM2t

SOLID Principle : https://www.youtube.com/playlist?list=PL0P9REiGk_zazW68I6l7aS8L-gNyKnxxM

Taxi Booking Project in SpirngBoot: https://www.youtube.com/playlist?list=PL0P9REiGk_zZyJGstrTR8_GutJ0sJz_Fb

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Contact Us for Live Interactive Session: +91 8088467640

String prompt = """
Convert database result into a human readable answer.

User Question:
""" + question + """

DB Result:
""" + result.toString() + """

Rules:
- Answer clearly (don't write too much)
- Do not show JSON
- Do not explain SQL
""";

SPRING JDBC: https://youtu.be/KJsvKq4qzkY

Download UI(StreamLIT) : https://drive.google.com/drive/folders/1PSDpEJI19-KLRvDv1qMctBCmOqDE2Qtz?usp=sharing

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#Java #springboot #ai #javaproject #springbootproject #springai #springbootproject #python #ollama #Streamlit #llm #ai #artificialintelligence

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