Vanna: Your AI Business Intelligence Assistant Howto
Vanna is an AI-powered business intelligence assistant that allows users to query databases and generate insights using natural language, without needing SQL or Python skills.
View MoreHow to Use Vanna: Your AI Business Intelligence Assistant
Install Vanna: Install the Vanna Python package from PyPI using pip: pip install vanna
Import Vanna: Import Vanna in your Python script or notebook: from vanna import Vanna
Initialize Vanna: Create a Vanna instance, configuring it with your database connection details and preferred LLM/vector database
Train the RAG model: Use Vanna's methods to add information about your database schema, documentation, and sample queries to train the retrieval model
Ask questions: Use the ask() method to pose natural language questions about your data, which Vanna will translate into SQL queries
Run generated SQL: Execute the SQL queries generated by Vanna against your database to get results
Review and refine: Review the results and provide feedback to Vanna to improve future query generation
Integrate with your application: Incorporate Vanna into your application's frontend (e.g. web app, Slack bot, Jupyter notebook) to provide a user-friendly interface for data querying
Continuous improvement: As you use Vanna more, the model will continuously improve based on usage patterns and feedback
Vanna: Your AI Business Intelligence Assistant FAQs
Vanna AI is an AI-powered business intelligence assistant that allows users to ask data questions in natural language and get answers without needing SQL or Python skills. It connects to databases like Snowflake and generates SQL queries automatically to retrieve insights.
Vanna: Your AI Business Intelligence Assistant Monthly Traffic Trends
Vanna: Your AI Business Intelligence Assistant experienced a 25.5% decline in traffic, losing 22,973 visits. The CVE-2024-5565 vulnerability related to prompt injection and remote code execution might have deterred users, affecting its security and trustworthiness.
View history traffic
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