Vanna.AI
AI SQL agent for your database
Overview
Vanna.AI is an open-source framework that allows developers to train a personalized AI SQL agent on their specific database schema. It follows a two-step process of training a model on your data's structure and then using that model to answer natural language questions by generating accurate SQL queries. It offers flexibility with various deployment options, including cloud, on-premises, and API integration.
✨ Key Features
- Open-source Python framework
- Personalized AI training on your database schema
- Multiple deployment options (cloud, on-premises, API)
- Support for major databases like Snowflake, BigQuery, and Postgres
- Integration with Jupyter, Slack, and other frontends
🎯 Key Differentiators
- Open-source and highly customizable
- Focus on training a personalized AI agent
- Data sovereignty through on-premises deployment
Unique Value: Provides the tools to build a highly accurate and context-aware AI SQL agent tailored to your specific data environment.
🎯 Use Cases (3)
✅ Best For
- Developing a Slack bot for querying company databases
- Integrating a natural language interface into an internal dashboard
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Non-technical users looking for an out-of-the-box solution
- Teams without the resources to manage an open-source framework
🏆 Alternatives
Offers greater flexibility and control compared to off-the-shelf SaaS products, but requires more technical expertise to implement and maintain.
💻 Platforms
✅ Offline Mode Available
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
- ✓ Dedicated Support (Vanna Cloud tier)
🔒 Compliance & Security
💰 Pricing
Free tier: Open-source version is free to use.
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