🟢 I Built a SQL AI Agent So I Never Have to Write Queries Again 🛢
Автор: AdisDataVlogs
Загружено: 2026-02-01
Просмотров: 151
Описание:
In this video, I build an end-to-end Text-to-SQL chatbot that converts plain English questions into SQL queries and executes them on a real database - just like a production-grade analytics system.
This is not a toy demo.
This is how AI-powered data systems are actually built in the real world. ⚙️📊
🧠 What’s inside this project?
✅ AWS Lambda as the main orchestrator
✅ GPT-4.0 Mini for English ➜ SQL translation
✅ PostgreSQL as the database
✅ AWS ElastiCache (Redis) for exact-match query caching ⚡
✅ EC2 + Streamlit frontend application
✅ Real-world system design & architecture patterns
🏗️ Architecture Flow
🧩 User enters a question in plain English
🧠 GPT converts it into a SQL query
🗄️ SQL is executed on PostgreSQL
⚡ Cached responses are instantly returned using Redis
☁️ Fully deployed using AWS services
💻 GitHub Repository
🔗 https://github.com/adichatterjee/SQLA...
🔗 Let’s Connect (More Content Like This 👇)
If you enjoyed this build and want more real-world AI + data engineering content, follow me on LinkedIn and this channel where I regularly share:
📌 End-to-end system architectures
📌 Hands-on AI & LLM projects
📌 AWS & data engineering insights
📌 Career-focused tech content
🔗 LinkedIn: / adityachatterjee92
🎯 Who is this video for?
👨💻 Data Engineers
📊 Analytics Engineers
🤖 AI / LLM Enthusiasts
☁️ AWS Developers
🧠 Anyone building production-ready AI applications
👍 Like the video if this helped
🔔 Subscribe for more hands-on AI + AWS projects
💬 Comment what you want to extend next - scaling, security, or accuracy!
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