Cloud Solutions for Industrial Sector - Cloud Computing | Generative AI | Industry Overview | AWS
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amazon.com
The countdown to #AWS re:Invent 2025 is on! Join Impetus at booth #1553 to learn how our cutting-edge cloud, data, and GenAI/BI solutions empower ‘Intelligent Enterprises’ to innovate at scale, modernize, and drive transformative business growth. ✅ Book a meeting: https://lnkd.in/dF8dsuYx #cloudmigration #dataestatemodernization #cloudautomation #dataandanalytics #artificialintelligence #GenAI #GenBI #costmanagement #awsreinvent2025 | Impetus
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The countdown to #AWS re:Invent 2025 is on! Join Impetus at booth #1553 to learn how our cutting-edge cloud, data, and GenAI/BI solutions empower ‘Intelligent Enterprises’ to innovate at scale, modernize, and drive transformative business growth. ✅ Book a meeting: https://lnkd.in/dF8dsuYx #cloudmigration #dataestatemodernization #cloudautomation #dataandanalytics #artificialintelligence #GenAI #GenBI #costmanagement #awsreinvent2025 | Impetus
128 views6 months ago
FacebookImpetus
Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks | Amazon Web Services
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amazon.com
Build your gen AI–based text-to-SQL application using RAG, powered by Amazon Bedrock (Claude 3 Sonnet and Amazon Titan for embedding) | Amazon Web Services
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amazon.com
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Finally! A Text-to-SQL solution that actually works (open-source).When text-to-SQL fails, the real issue isn't the LLM or the prompt but schema retrieval.Consider a query like "Which publishers received royalty payments above $5,000?"To handle this, vector search can pull "publisher" and "royalty_ledger" based on semantic similarityBut it can completely miss "vendor_agreement", the bridge table that connects them. The LLM writes valid SQL, but the engine still returns zero rows.This is a fundame
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Finally! A Text-to-SQL solution that actually works (open-source).When text-to-SQL fails, the real issue isn't the LLM or the prompt but schema retrieval.Consider a query like "Which publishers received royalty payments above $5,000?"To handle this, vector search can pull "publisher" and "royalty_ledger" based on semantic similarityBut it can completely miss "vendor_agreement", the bridge table that connects them. The LLM writes valid SQL, but the engine still returns zero rows.This is a fundame
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