Jun 5, 2026 · Artificial Intelligence

How Xiaomi’s DataAgent Harness Secured Third Place in the Global Text‑to‑SQL BIRD Benchmark

It discusses Xiaomi DataAgent's third‑place ranking on the global BIRD Text‑to‑SQL benchmark, analyzes challenges such as model hallucination, lack of business knowledge, and complex multi‑table joins, and explains how a semantic harness addresses these problems to enable reliable enterprise data querying.

BIRD benchmarkDataAgentLLM

0 likes · 13 min read

How Xiaomi’s DataAgent Harness Secured Third Place in the Global Text‑to‑SQL BIRD Benchmark

Alibaba Cloud Developer

Jan 14, 2026 · Artificial Intelligence

How DataAgent Turns AI into a Virtual Data Analyst for Enterprise Insights

DataAgent, built on Spring AI Alibaba, tackles the "last mile" of AI data analysis by combining deterministic workflow orchestration with large‑model reasoning, offering human‑in‑the‑loop feedback, dynamic prompt configuration, hybrid retrieval, containerized Python execution, streaming SSE, multi‑model scheduling, multi‑source connectivity, and secure API‑key management to deliver instant, insight‑rich reports for business users.

AIAnalyticsAutomation

0 likes · 11 min read

How DataAgent Turns AI into a Virtual Data Analyst for Enterprise Insights