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Vanna Blog: Announcing the open source version of Vanna

Sep 08, 2023 - vanna.ai
Vanna, an AI-powered SQL generation tool, has been made open-source to democratize access to AI-generated SQL. The tool addresses the challenges of traditional SQL query generation, offering high accuracy rates, easy trainability, and security. The open-source version of Vanna allows for local deployment, customization, and the establishment of a standard open-source library. It also supports multiple storage backends, different LLMs, and various databases, and can be used via a Jupyter Notebook, a locally runnable Streamlit app, or a Slackbot.

The hosted version of Vanna is recommended for most users due to its performance, power, and ease of use. However, the local version is ideal for those in regulated industries or those requiring deep customization. The company welcomes contributions to Vanna’s open-source project via Github, including code contributions, documentation improvements, and feature suggestions. The aim is to create a community around AI-generated SQL that thrives on collaboration, customization, and innovation.

Key takeaways:

  • Vanna, an AI-powered SQL generation tool, is now available as an open-source package, aiming to democratize access to AI-powered SQL generation.
  • Vanna addresses challenges in AI-generated SQL such as high accuracy rates, easy trainability, and security.
  • Open sourcing Vanna allows for local deployment ensuring data security, customization to suit unique requirements, and establishing a standard in the data ecosystem.
  • Vanna's open-source version can be deployed locally and allows users to swap out components like storage, LLM, database, and interface to suit their needs.
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