Unverified90% confidenceFactTime unknown
大模型在Text-to-SQL场景中面临幻觉问题，可能生成语法正确但表名/列名错误的SQL
1
Sources
90%
Confidence
Long-term
Relevance
5/31/2026
First Seen
Sources
Spring AI实战：手撸Text-to-SQL助手Agent工具链开发全解析
bilibilijava架构师徐庶
Related Entities
Related Claims
UnverifiedHaving LLMs directly generate SQL is high-risk, because the model does not understand table structures, field meanings, or business definitions, and easily generates queries that are syntactically correct but produce wrong results.80% similarUnverifiedTraditional end-to-end Text-to-SQL solutions have a high failure rate in enterprise-level complex query scenarios and are difficult to deploy commercially.75% similarVerifiedPrompt injection is essentially an architectural flaw in which large language models cannot distinguish data from instructions, analogous to traditional SQL injection in which the database engine confuses data with SQL instructions.73% similarUnverifiedPrompt injection and SQL injection share conceptual similarities, both stemming from a failure to effectively separate the trust boundary between code and data70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/15624API
curl https://kongchang.com/api/v1/knowledge/claims/15624MCP
get_claim(id=15624)