Vanna is an open-source Python package that connects to your SQL database and enables you to generate SQL queries from natural language questions. It learns from your SQL database schema, metadata, and existing SQL queries to provide accurate and relevant SQL code. Vanna simplifies data exploration and analysis for users of all skill levels by bridging the gap between natural language and structured query language.
Use Cases
Business Intelligence:
Enabling business analysts to quickly retrieve data for reporting and decision-making without extensive SQL knowledge.
Data Exploration:
Allowing data scientists and analysts to rapidly explore datasets and understand relationships between tables through natural language queries.
Self-Service Analytics:
Empowering non-technical users to access and analyze data independently, reducing reliance on data engineering teams.
SQL Learning and Education:
Providing a practical tool for learning SQL by translating natural language questions into corresponding SQL queries.
Automated Report Generation:
Automating the process of generating SQL queries for routine reports, saving time and effort for data teams.
Features & Benefits
Natural Language to SQL:
Translates natural language questions into SQL queries, making data access more intuitive.
Automated Learning:
Learns from your database schema, metadata, and existing SQL queries to improve accuracy.
Customizable:
Can be customized to understand specific business terminology and data structures.
Integration:
Integrates with popular data visualization tools and analytics platforms.
Open-Source:
Offers flexibility and transparency, allowing users to contribute to the project and tailor it to their needs.
