denniszielke/sql-ai-agents
Demo implementation of a reactive multi agent bot that can answer questions based on relational database information to demonstrate different architecture pattern.
Implements four progressively sophisticated architecture patterns—from simple prompts to multi-agent systems—that use vector databases for schema reasoning, self-correcting SQL generation with iterative validation, and ReAct-based tool use for database queries. Built with Streamlit for the UI and integrated with Azure for infrastructure, plus OpenTelemetry/Jaeger support for tracing agent execution paths and token consumption across different architectural approaches.
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29
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5
Language
TSQL
License
MIT
Category
Last pushed
Mar 04, 2025
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