Dataherald enables you to embed Natural Language to SQL (“NL-to-SQL”) into your product. The NL-to-SQL API, built with an LLM (such as GPT), allows users to conduct no-code data analytics, pull reports, and conduct complex data queries using just natural language. Hi, we’reAmirand...
assistant_prompt– 包含SQL查询和推理步骤 让我们看看如何为我们的NL-to-SQL训练数据集创建每个提示。 准备system_prompt 创建system_prompt是这个任务中最复杂的部分。至少,system_prompt需要包括: 系统指令 Data Schema 数据内容 此外,对于任何实际的用例,如果有大量的表,则训练集中的样本还应该训练模型选择正确的表格...
Interact with your SQL database, Natural Language to SQL using LLMs sqldatabaseaifinetuningtext-to-sqlragllmnl-to-sql UpdatedJul 24, 2024 Python Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more. ...
【微调GPT-3.5-Turbo提高NL-to-SQL(自然语言转SQL查询)性能:探讨了微调模型与RAG(检索增强生成)智能体相结合的潜力,通过使用合适的格式和数据集,可以提高模型在结构化查询中的准确性和效率,微调GPT-3.5-Turbo的性能优于之前方法,精度接近DIN-SQL + GPT-4,微调模型成本低廉且速度快,是解决NL-2-SQL问题的强大工具...
A simple Natural Language to SQL LLM App for demo and prototipation. Covers both Text-to-SQL and Chat with your SQL Data cases. - python-nltosql/poetry.lock at main · Azure-Samples/python-nltosql
What is SQL Server? Connect to the Database Engine What's new? Editions and features Release notes Business continuity Database design Development Internals & Architecture Installation Migrate & load data Manage, monitor, & tune Query data Reporting & Analytics Security Tools Tutorials SQL Server on...
具体而言,数据处理的流程经过几个步骤。首先,生成的SQL语句被拆分为多个子句,其后应用机器学习算法对生成的查询对进行初步筛选。这种筛选不仅依靠逐步迭代的方法,还通过将错误和不合适的数据进行剔除,从而有效保留真正有用的信息。最后,将筛选出来的数据记录用于进一步训练NL-to-SQL模型,以完成模型的优化和提升。
Example 1: Encode a SQL Server table name PowerShell PS C:\>ConvertTo-EncodedSqlName-SqlName"My:Table/"My%3ATable%2F This command encodes a SQL Server table name that contains : and / characters. Parameters -ProgressAction Determines how PowerShell responds to progress updates generated by a...
Automatic generation and reranking of SQL-derived answers to NL questions[C]//Proceedings of the 2nd International Workshop on Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, Volume 379 of the series Communications in Computer and Information Science. Berlin:Springer-Verlag, ...
When setting the wt.pom.jdbc.host property to the full description string, the Windchill Method Server may fail to start with the following exception: java.sql.SQLRecoverableException: IO Error: NL Exception was generated at oracle.jdbc.driver.T4CConnection.logon(T4CConnection.java:458) at oracle...