Bootcamp: Build & Deploy an AI Data Agent (DB-Agent)

2-Hour Bootcamp: Build & Deploy an AI Data Agent (DB-Agent)
Live | Hands-on | Online

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## What You’ll Learn

Build a real AI-powered app that:

• Converts natural language → SQL
• Safely queries databases
• Returns results with explanation

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## Two Practical Tracks

🟦 Data Engineers / Analysts

• Build a Streamlit AI app
• Deploy on Snowflake / Databricks
• Create internal AI tools quickly

🟩 AI / Platform Engineers

• Build a full-stack app (Next.js + Python)
• Design APIs for AI workflows
• Deploy on AWS (Lambda + API Gateway)

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## What We Cover

• How text-to-SQL systems actually work
• Prompt design + schema awareness
• SQL safety & guardrails (critical for real systems)
• Streamlit app architecture
• Full-stack AI app design
• AWS serverless deployment patterns

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## Outcome

You’ll walk away with:

• A working AI data agent (2 versions)
• Clear understanding of AI app architecture
• Deployment-ready patterns for real environments

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## Who Should Join

• Data Engineers / Analysts working with SQL
• AI Engineers / Developers building applications
• Anyone wanting practical AI system design skills

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## Duration

⏱️ 2 Hours (Live + Hands-on)

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Build something real. Not just prompts.
URLs

• https://github.com/db-agent/db-agent
• https://quick-labs.co/
• https://www.toronto-ai.org/
• https://www.becloudready.com/