Introducing Defog.ai, a powerful natural language data query tool that is revolutionizing the way businesses access and analyze their data. Designed for enterprise use, Defog.ai utilizes state-of-the-art AI models to provide accurate and efficient SQL generation solutions.
With Defog.ai, you can supercharge your data analyses in SQL, Python, and R, all while maintaining the privacy of your data. Unlike other tools that require access to your actual database, Defog.ai only needs access to your database schema, ensuring your sensitive information remains secure.
One of the key features of Defog.ai is its ability to allow business teams to ask questions about their data in natural language and receive prompt results. No more waiting for complex queries to be written in SQL; Defog.ai automates the process, saving you time and effort.
In addition to its powerful query capabilities, Defog.ai also offers automatic visualization of data as tables and charts. This makes it easy for users to analyze and interpret their data, even if they don’t have extensive data analysis skills.
Defog.ai goes above and beyond generic AI models by offering customization options tailored to your specific business needs. By deploying fine-tuned models that align with your database schema and business logic, you can trust that the results are accurate and relevant.
Another standout feature of Defog.ai is its ability to handle complex and repetitive workflows. By leveraging human-in-the-loop agents, Defog.ai automates trial and error in statistical analyses, decomposes complex questions into executable tasks, orchestrates task assignments to appropriate AI models, and generates reports for editing and collaboration.
Powered by SQLCoder, the best performing open-source model for text-to-SQL generation, Defog.ai surpasses other models in performance, including OpenAI’s gpt-3.5-turbo. It also outperforms all major open-source models for generic SQL schemas in Postgres.
One of Defog.ai’s goals is to ensure the correctness and reliability of the SQL generated by its models. That’s why they’ve developed SQL-Eval, an open-source framework for evaluating the complexity and semantic diversity of queries generated by their Language Learning Models (LLMs).
You can rest assured knowing that Defog.ai is compatible with all major SQL databases and data warehouses, making it a versatile tool for businesses of all sizes.
So why wait? Supercharge your data analyses with Defog.ai and experience the power of AI-assisted SQL generation. Sign up now to explore more features and discover how Defog.ai can transform the way you work with data.
