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Vanna.AI is an open-source AI SQL agent designed to generate complex SQL queries in seconds. It offers high accuracy, security, and supports various databases.
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Platform:
Jun 22 2024
AI Code Assistant
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Vanna AI

Vanna AI

Vanna AI
Vanna.AI is an open-source AI SQL agent designed to generate complex SQL queries in seconds. It offers high accuracy, security, and supports various databases.
Added on:
Social & Email:
Platform:
Jun 22 2024

Vanna AI Product Information

What is Vanna AI?

Vanna.AI is a Python-based AI SQL agent that simplifies the process of generating SQL queries from natural language inputs using large language models (LLMs). It is designed to be highly accurate on complex datasets and provides robust security features. The tool can be used to connect to various databases, train a RAG (Retrieval-Augmented Generation) model on your data, and then ask questions that return SQL queries, which can be set up to run automatically.

Who will use Vanna AI?

  • Data Analysts
  • Business Intelligence Professionals
  • Developers
  • Database Administrators
  • AI Enthusiasts

How to use the Vanna AI?

  • Step1: Install Vanna.AI using pip.
  • Step2: Train the RAG model on your dataset.
  • Step3: Connect Vanna.AI to your database.
  • Step4: Ask natural language questions.
  • Step5: Receive SQL queries as output.
  • Step6: Set up queries to run automatically if needed.

Platform

  • web

Vanna AI's Core Features & Benefits

The Core Features of Vanna AI
  • AI-driven SQL generation
  • Supports multiple databases
  • High accuracy on complex datasets
  • Open-source
  • Robust security measures
  • Easy integration with various platforms
The Benefits of Vanna AI
  • Quick and accurate SQL query generation
  • Enhanced data analysis
  • Time-saving automation
  • Secure data handling
  • Flexible use on multiple platforms

Vanna AI's Main Use Cases & Applications

  • Generating complex SQL queries
  • Automating SQL query processes
  • Enhancing business intelligence
  • Database management and optimization
  • Data-driven decision making

FAQs of Vanna AI

What is Vanna.AI?

Vanna.AI is an AI-driven SQL agent that helps generate complex SQL queries quickly and accurately using natural language inputs.

Is Vanna.AI open-source?

Yes, Vanna.AI is an open-source tool.

What databases does Vanna.AI support?

Vanna.AI supports various SQL databases.

Do I need an API key to use Vanna.AI?

An API key is only necessary if you're using Vanna-hosted components like LLM or vector store.

How does Vanna.AI ensure data security?

Vanna.AI incorporates robust security features to ensure secure data handling and storage.

Can Vanna.AI be integrated with other platforms?

Yes, Vanna.AI can be easily integrated with various platforms including Jupyter, Slack, and Streamlit.

How accurate is Vanna.AI?

Vanna.AI is designed to be highly accurate on complex datasets.

Is there documentation available for Vanna.AI?

Yes, comprehensive documentation is available on the Vanna.AI website.

Does Vanna.AI support automation of SQL queries?

Yes, SQL queries generated by Vanna.AI can be set up to run automatically.

What is the process to train Vanna.AI?

The process involves training a RAG model on your dataset and then connecting it to your database to start generating SQL queries.

Vanna AI Company Information

  • Website: https://vanna.ai
  • Company Name: Vanna.AI
  • Support Email: support@vanna.ai
  • Facebook: NA
  • X(Twitter): https://twitter.com/vanna_ai
  • YouTube: NA
  • Instagram: NA
  • Tiktok: NA
  • LinkedIn: https://www.linkedin.com/company/vanna-ai

Analytic of Vanna AI

Visit Over Time

Monthly Visits
59.5k
Avg Visit Duration
00:02:24
Page Per Visit
3.64
Bounce Rate
47.55%
May 2024 - Jul 2024 All Traffic

Geography

Top 5 Regions
China
29.81%
United States
21.73%
India
8.78%
Australia
4.1%
Taiwan
3.93%
May 2024 - Jul 2024 Worldwide Desktop Only

Traffic Sources Traffic Sources

Direct
51.00%
Search
34.00%
Referrals
10.00%
Social
4.00%
Paid Referrals
0.00%
Mail
0.00%
May 2024 - Jul 2024 Desktop Only

Top Keywords

KeywordTrafficCost Per Click
vanna ai5.7k $ 1.02
vanna18.3k $ 1.85
ollama mysql-- $ --
sql 在线优化10 $ --
vanna nosql80 $ --

Vanna AI's Main Competitors and alternatives?

  • OpenAI Codex
  • Kaggle Kernels
  • DataRobot
  • Alteryx
  • Tableau
Vanna AI Launch embeds
Use website badges to drive support from your community for your Creati.ai Launch. They're easy to embed on your homepage or footer.
Vanna.AI: AI-driven SQL Query Generation Tool | Creati.ai
How to install?

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