Vanna is a Python-based AI SQL agent trained on your schema that writes complex SQL in seconds. You can use it in Jupyter, Slack, Streamlit, and anywhere else Python is used.
We're thrilled to introduce Vanna AI – your smart SQL assistant powered by the latest advancements in large language models (LLMs). If you've ever found yourself stuck crafting the perfect SQL query for complex datasets, Vanna AI is here to revolutionize your workflow.
🌟 Key Features:
Contextual Query Generation: Just feed Vanna AI with your dataset and some relevant SQL examples, and watch it craft precise SQL queries tailored to your needs.
Iterative Learning: Our feedback loop ensures Vanna AI gets better with every interaction, refining its outputs for maximum accuracy.
Handles Real-world Mess: Dirty data? No problem. Vanna AI thrives on real-world datasets, accounting for missing values, inconsistencies, and more.
Congrats on the launch! Curious what's your privacy policy on data storing and processing?
🎉 Congratulations on launching Vanna! 🚀 A Python AI SQL agent is a game-changer for query efficiency. How did you ensure Vanna's accuracy in generating complex SQL while maintaining compatibility across various Python environments? Exciting times ahead for seamless data manipulation!
@zain_hoda This sounds like an incredible tool for improving efficiency in working with SQL datasets! I can see how Vanna AI can save so much time in crafting queries and dealing with real-world messy data. The iterative learning feature seems very promising. I'm interested to know, how does the feedback loop work to refine the tool's outputs for accuracy?
This project is going to be amazing💯go to the moon.This could save me so much time when trying to quickly pull some data without bugging my engineering team.You've created something truly remarkable!
Curious about the AI behind this. Is it using a specific model or a combination of models
Impressive work! This is especially useful for quick ad-hoc queries where I don't want to dive deep into SQL.
We also published a research paper on how to go from ~3% accuracy with GPT 4 to 80%+ accuracy in SQL generation - https://github.com/vanna-ai/vann...
As a product manager, this could save me so much time when trying to quickly pull some data without bugging my engineering team.
Interesting concept! How does it handle more complex queries, especially ones that involve JOINs or subqueries?
About Vanna AI on Product Hunt
“Python-based AI SQL agent”
Vanna AI launched on Product Hunt on August 17th, 2023 and earned 163 upvotes and 27 comments, placing #14 on the daily leaderboard. Vanna is a Python-based AI SQL agent trained on your schema that writes complex SQL in seconds. You can use it in Jupyter, Slack, Streamlit, and anywhere else Python is used.
Vanna AI was featured in Open Source (68.3k followers), Developer Tools (511.3k followers) and Artificial Intelligence (466.6k followers) on Product Hunt. Together, these topics include over 165.1k products, making this a competitive space to launch in.
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