Vanna 2.0 is a framework designed to simplify the creation and deployment of production-ready AI agents. It solves the problem of scaling AI agents to multi-tenant environments by providing built-in user permissions, quota management, and rich UI components, eliminating the need for costly rewrites. Vanna enables businesses to create AI agents that are user-scoped, secure, and scalable from prototype to production.
Vanna 2.0 Key Features
User-Scoped Execution
Vanna ensures that AI agent execution is confined to individual user permissions, providing enhanced security and data privacy. This prevents unauthorized access and ensures compliance with data governance policies.
Rich UI Components
The framework offers a suite of pre-built UI components that simplify the integration of AI agents into existing applications. These components are designed to enhance user interaction and provide a seamless experience.
Quota Management
Vanna includes built-in quota management features that allow administrators to control resource allocation for each user. This prevents resource exhaustion and ensures fair usage across all tenants.
No Vendor Lock-in
Vanna is designed to be vendor-agnostic, allowing users to choose the AI models and infrastructure that best suit their needs. This provides flexibility and avoids dependence on a single vendor.
Identity-First Agents
Vanna prioritizes identity management, ensuring that AI agents are aware of user roles and permissions. This enables the creation of personalized and secure AI experiences.
Integration with Azure SQL Database
Vanna seamlessly integrates with Azure SQL Database, allowing AI agents to access and analyze data stored in Azure SQL.
How Vanna 2.0 Works
Vanna provides a set of APIs and tools that simplify the process of building, deploying, and managing AI agents. Developers can use these tools to define agent behavior, integrate with data sources, and configure user permissions. Vanna then handles the execution and scaling of the agents in a secure and efficient manner.
Vanna 2.0 Benefits
Time Savings
Vanna's pre-built components and APIs significantly reduce the time required to build and deploy AI agents. This allows businesses to focus on innovation and quickly bring new AI-powered features to market.
Cost Efficiency
By eliminating the need for costly rewrites and providing built-in scalability, Vanna helps businesses reduce the total cost of ownership for AI agents. This makes AI more accessible to organizations of all sizes.
Scalability
Vanna is designed to scale from prototype to multi-tenant production without requiring any changes to the code. This ensures that AI agents can handle increasing demand without compromising performance or security.
Security
Vanna's user-scoped execution and identity-first approach ensure that AI agents operate in a secure and compliant environment. This protects sensitive data and prevents unauthorized access.
Ease of Use
Vanna's intuitive APIs and pre-built components make it easy for developers to build and deploy AI agents, even without extensive AI expertise. This democratizes AI and empowers businesses to leverage the power of AI agents.
Vanna 2.0 Use Cases
Customer Service
Build AI agents that can answer customer questions, resolve issues, and provide personalized support.
Data Analysis
Create AI agents that can analyze data, identify trends, and provide insights to business users.
Automation
Develop AI agents that can automate repetitive tasks, freeing up employees to focus on more strategic activities.
Vanna 2.0 FAQs
What is the difference between Vanna 1.0 and Vanna 2.0?
Vanna 2.0 is a complete rewrite of the framework, designed to address the challenges of scaling AI agents to multi-tenant environments. It includes new features such as user-scoped execution, rich UI components, and quota management.
What AI models does Vanna support?
Vanna is designed to be model-agnostic, allowing users to choose the AI models that best suit their needs. It supports a wide range of models, including those from OpenAI, Google, and Azure.
How does Vanna ensure data security?
Vanna implements a number of security measures to protect sensitive data, including user-scoped execution, identity-first agents, and encryption.
Who Should Use Vanna 2.0
Businesses looking to improve user engagement with AI agents, data scientists and developers who need a production-ready AI agent framework, and organizations looking to scale their AI initiatives without vendor lock-in.
