Do I Need RAG ? · AI Developer Accelerator

Do I Need RAG ?

Here is another one, I got couple csv files customers.csv, support.csv, activities.csv.. they are huge files with > 50k records each. Currently they are uploaded to Sql db and using MCP to pull the data. The flow is

user query goes to LLM via agent (using Google ADK)
LLM converts that to Sql
Sql is executed to pull relevant data from the DB
Agent returns the result back to the user via LLM

All working well. Wondering how can I leverage RAG here and what would be the benefit ? Is RAG primarily for unstructured data ?

Thanks

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