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Vanna AI

Vanna AI

Specialized agent by Vanna AI

Unlock the power of your data with Vanna AI, the intuitive SQL agent that effortlessly translates natural language questions into precise database queries, making insights accessible to everyone, regardless of technical expertise.

Data AnalysisBusinessesOpen source
vanna.ai

Vanna AI is a sophisticated AI agent that streamlines the extraction of insights from databases by transforming natural language inquiries into SQL queries. As a Python package, Vanna AI employs large language models (LLMs) and retrieval augmentation techniques to ensure efficient and accurate interactions with databases. This capability is particularly useful for users who may not possess extensive knowledge of SQL, enabling them to access and analyze data seamlessly.

Features

Vanna AI boasts a range of specific features designed to enhance user experience and database interactions. Below is an overview of these features:

FeatureDescription
Personalized AI SQL AgentGenerates SQL queries from natural language questions, improving accessibility without requiring SQL expertise.
Open-Source IntegrationsCustomizable and able to integrate with various front-end options, supporting multiple databases.
Security-First DesignPrioritizes data privacy by storing only metadata while keeping database contents secure.
Self-Learning CapabilitiesEnhances performance through continuous learning from user interactions.
Database CompatibilitySupports various SQL databases like SQLite, PostgreSQL, and allows for custom connections.

Use cases

Vanna AI can be utilized in a variety of scenarios, including:

  • Business Analytics: Business analysts can use Vanna AI to extract insights from databases without needing to write complex SQL, making data-driven decisions more accessible.
  • Data Science: Data scientists can quickly retrieve data needed for analysis by asking natural language questions, speeding up the data preparation process.
  • Customer Support: Support teams can generate reports from customer databases by simply querying in natural language, facilitating improved service delivery.
  • Education: Students learning SQL can use Vanna AI to practice and understand SQL queries better by seeing how natural language translates to SQL.

How to get started

To begin using Vanna AI, follow these steps:

  1. Installation: Implement Vanna by running the command pip install vanna-ai in your terminal.
  2. Configuration: Connect Vanna to your SQL database, such as SQLite, by providing the necessary credentials.
  3. Query Generation: Start by asking natural language questions, and Vanna will generate the corresponding SQL queries for you.
  4. Execution and Insights: Execute the generated SQL queries to retrieve actionable insights from your database.
  5. Local Web App: Optionally, you can start a local web app using Vanna for enhanced interaction and accessibility.

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<h2>Vanna AI Pricing Plans</h2>
<p>The pricing for Vanna AI is structured into three distinct tiers, catering to different user needs:</p>
<ul>
    <li><strong>Free Tier</strong>: $0 per query (rate limits apply), access to GPT 3.5 with free metadata storage.</li>
    <li><strong>Paid Tier</strong>: $0.53 per query (no rate limits), access to GPT-4 and a hosted Slack Bot.</li>
    <li><strong>Enterprise Customization</strong>: Pricing is not available.</li>
</ul>