GitHub

A secure database access gateway for AI Agents: Empowering LLM (Agents) with database access capabilities.

Enables Large Language Models (LLMs) to safely execute database queries via standardized MCP interfaces using authenticated SQL. Provides protections such as allowlists, timeouts, and result ...
IEEE

Next-Generation Database Interfaces: A Survey of LLM-Based Text-to-SQL

Abstract: Generating accurate SQL from users’ natural language questions (text-to-SQL) remains a long-standing challenge due to the complexities involved in user question understanding, database ...
IEEE

A Generative AI Framework for Semi-Automated Oracle SQL to BigQuery SQL Code Migration using LLM Driven DAGs and Iterative Refinement

Abstract: Translating Oracle PL/SQL into BigQuery SQL (BQ-SQL) is a persistent obstacle in data-platform migration. We present a semi-automated, human-in-the-loop workflow that orchestrates large ...
GitHub

LLM call failed: API error

When configuring api_base with a trailing slash (specifically for the Google AI OpenAI-proxy endpoint), the agent fails to initialize the LLM call. The logs show a generic API error:, which is caused ...