AI Data Query Tool
What is DefogAI and how does it help with enterprise data analysis?
DefogAI is the fastest way to get the data you need, powered by fine-tuned AI data analysis. It uses SQLCoder, a specialized large language model designed to query structured data, to help you drill down to specifics, test broad hypotheses, and dive deep with follow-on questions. It emphasizes trust and privacy—your data is private and never shared with anyone, including the AI model. It delivers best-in-class accuracy, adapts to you by learning from feedback and preferences, and works with all your data through connectors to databases (from Postgres to Snowflake) and CSVs.
What makes DefogAI accurate and trustworthy?
DefogAI achieves best-in-class accuracy by using SQLCoder, the industry-leading model for querying structured data. Its results are supported by SQLEval, an extensible, open-source evaluation framework that measures the accuracy of the models. The combination emphasizes accuracy and interpretability, so you can trust the results.
What data sources does DefogAI support for analysis?
DefogAI works with all your data, no matter where it lives. It supports:
- Structured databases via connectors (including Postgres and Snowflake)
- CSV files (CSV uploads)
You can ask questions about your data across these sources, with the ability to connect data across your tools and platforms.
What is SQLCoder?
SQLCoder is the industry-leading AI model for querying structured data. It is a specialized large language model designed for text-to-SQL tasks and has seen broad adoption since its open-source release. You can view the available SQLCoder models on the site.
What is SQLEval?
SQLEval is DefogAI’s extensible, open-source evaluation framework used to measure the accuracy of its models. It helps ensure the model's outputs are reliable and interpretable.
How does DefogAI adapt to me?
DefogAI learns from your feedback and preferences, allowing its responses to become more aligned with your needs over time.
How does DefogAI protect my data?
Your data is private and never shared with anyone, including with our AI model.
Does DefogAI integrate with other tools and platforms?
Yes. DefogAI supports connectors that integrate data across all your favorite tools and platforms, enabling you to query and analyze data wherever it resides.
Who uses DefogAI?
DefogAI is used by industry leaders, reflecting its enterprise-grade focus on privacy, accuracy, and data analysis capabilities.
How can I learn more or contact DefogAI?
You can reach out through the Contact Us channel on the DefogAI site. The site also provides navigation to related resources such as Pricing, Documentation, and Research for further information.
Where can I view SQLCoder models?
You can view SQLCoder models on the site under the SQLCoder models section.
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