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Updated README.md
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README.md

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@@ -15,6 +15,9 @@ Setup a text-to-SQL workflow over the data with additional techniques:
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1. **Query-Time Table Retrieval**: Dynamically retrieve relevant tables in the text-to-SQL prompt.
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2. **Query-Time Sample Row retrieval**: Embed/Index each row, and dynamically retrieve example rows for each table in the text-to-SQL prompt.
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![Text2SQL](https://github.com/user-attachments/assets/ca6e978e-c72a-4e66-ad9d-6251b9ff6ef5)
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**NOTE:** Any Text-to-SQL application should be aware that executing
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arbitrary SQL queries can be a security risk. It is recommended to
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take precautions as needed, such as using restricted roles, read-only

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