What is Vanna AI?
Vanna.AI is an open-source Python framework for interacting with SQL databases using plain language. It uses LLMs and rags to turn questions into accurate SQL queries. Users can chat with their databases securely across multiple platforms. The tool is MIT-licensed and supports self-learning for better results over time.
Key Features
- Text-to-SQL Queries: Generate SQL queries with plain English of various databases.
- Multi-Database Compatibility: It is compatible with key SQL databases such as MySQL, PostgreSQL, SQL Server and Oracle.
- RAG + LLM Architecture: can create universal and cost-effective performance based on retrieval augmented generation and LLMs.
- Secure Local Execution: Nothing is sent to the cloud, and no SQL processing is outsourced or goes through third-party LLMs.
- Self-Learning System: Improves with time by learning about winning searches and feedback from users.
- Customizable Interfaces: Able to access through Streamlit app, Jupyter Notebook, Flask, and Slack.
Pricing Structure
- Source Edition (Free): Open source, self-hosted. Utilize any LLM or vector database. Ideal for personal use.
- Premium- $25/month: GPT-4 access and 500 LLM requests/month plus premium support with hosted metadata and onboarding assistance via email.
- Enterprise – Custom Pricing: Full customization, local deployment, priority support, and high-level security features.
Why Choose Vanna AI for Data Analytics
The platform leverages advanced natural language query understanding to interpret complex business questions and generate syntactically correct, optimized SQL queries. It learns from your database interactions and query patterns to provide increasingly accurate results over time.
Vanna AI serves business analysts, data teams, executives, and non-technical users requiring database insights. Financial, medical, and e-commerce teams are increasingly using Vanna to create insights quickly. It supports business intelligence reporting and ad-hoc data analysis.
Organizations get faster access to valuable insights. The platform helps business users work with complex databases on their own. This speeds up decision-making and boosts efficiency across teams.
Vanna AI transforms data analysis by making database querying accessible to everyone. It eliminates the technical barriers that are traditionally limited to specialized SQL developers and analysts.
