Open-source SQL-plus-LLM database integrations fail on most representative LLM queries and run orders of magnitude slower than enterprise APIs, due to missing structured outputs, poor batching, and plan-unaware LLM calls.
LLM with Vertex AI: Only Using SQL Queries in BigQuery
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Research Challenges in Relational Database Management Systems for LLM Queries
Open-source SQL-plus-LLM database integrations fail on most representative LLM queries and run orders of magnitude slower than enterprise APIs, due to missing structured outputs, poor batching, and plan-unaware LLM calls.