随着数据规模的持续增长与数据关系复杂度的不断提升，结构化查询语言（SQL）在数据管理与分析中的核心作用进一步凸显。SQL好比数据世界的“通用语言”，为用户在复杂数据环境中实现高效检索提供了统一表达方式。 但SQL学习成本较高，给不懂编程的用户带来了困扰。自然语言转SQL（Text-to-SQL）技术应运而生，为用户提供了更便捷的解决方案。大语言模型的出现，更是极大降低了用户查询数据库的门槛。然而， ...

专注AIGC领域的专业社区，关注微软&OpenAI、百度文心一言、讯飞星火等大语言模型（LLM）的发展和应用落地，聚焦LLM的市场研究和AIGC开发者生态，欢迎关注！ 像一位经验丰富的数据库工程师那样去思考和探索，才是解决工业级文本转SQL（Text-to-SQL）难题的终极答案 ...

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 ...

Data lakehouse company Dremio Corp. is jumping on the generative artificial intelligence bandwagon, launching a new Text-to-SQL capability today and announcing additional features to come later. The ...

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Gretel, a trailblazer in the synthetic data industry, has made a ...

The purpose of the Text-to-SQL task is to bridge the gap between natural language and SQL queries. Current approaches mainly rely on large language models (LLMs), but employing them for Text-to-SQL ha ...

BOSTON--(BUSINESS WIRE)--AtScale, a leader in semantic layer technology, has launched an open, public leaderboard for Text-to-SQL (T2SQL) solutions, addressing a critical need for transparency and ...

Snowflake combines its proprietary SQL generation model with the Mistral Large text generation model to create a text-to-SQL engine for Snowflake Copilot. The development of Copilot benefits from ...

AI has transformed the way companies work and interact with data. A few years ago, teams had to write SQL queries and code to extract useful information from large swathes of data. Today, all they ...