本论文由北京大学与作业帮教育科技（北京）有限公司联合研发，核心团队长期深耕自然语言处理与数据库交互领域，聚焦大语言模型（LLMs）在结构化数据查询中的落地痛点。对比传统工作中将大型语言模型（LLM）看作一个一次性生成完整SQL代码的翻译器，本文 ...

在企业数字化转型的浪潮中，我们发现很多公司依然面临着“数据深渊”：业务人员想看数据，却受限于复杂的 SQL 语法；开发者虽然尝试了 Text-to-SQL，但生成的代码逻辑常有偏差，同时也无法应对复杂的统计分析、根因定位等场景。 DataAgent 应运而生。 这不是 ...

While data warehouses and cloud-native architectures have grown rapidly, business users are still finding it difficult to reach enterprise data. Even as dashboards and query tools become easier to use ...

Get a hands-on introduction to generative AI with these Python-based coding projects using OpenAI, LangChain, Matplotlib, SQLAlchemy, Gradio, Streamlit, and more. Sure, there are LLM-powered websites ...

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Dremio, the open data lakehouse vendor ...

Text-generation systems powered by large language models (LLMs) have been enthusiastically embraced by busy executives and programmers alike, because they provide easy access to extensive knowledge ...