Velvet
Posts
How we use OpenAI to automate our data copilot

How we use OpenAI to automate our data copilot

Lessons learned automating data workflows with AI

June 26, 2024

New LLM gateway: Warehouse OpenAI logs to PostgreSQL | Learn more →

Velvet’s first feature was a data copilot. Our AI-powered editor turns natural language queries into SQL, returning real-time database results. In this article, we share lessons learned optimizing our usage of OpenAI.

Topics covered in this article:

Shipping an MVP with OpenAI in just a few weeks
Tactics to improve AI accuracy, cost, and context
How to warehouse LLM logs for granular analysis

https://www.usevelvet.com/articles/using-openai-to-build-our-ai-copilot

As a result of these efforts, our copilot feels fast and intuitive. Now we’re rolling out tooling to help developers optimize AI in their products.