Members-Only
Recent Talks & Demos are for members only
You must be an AI Tinkerers active member to view these talks and demos.
Function Calling: Text to SQL
Learn how function calling enables free text search over SQL databases, transforming structured data into conversational queries. This talk showcases practical approaches for rich data exploration.
RAG based techniques work well when for free text search because you can use embeddings to compare the input search text vs. whats in the database. When we built Doculy (over 2 different ideas), we faced the same problem but for structured data in a SQL database. 8-10 months ago, we had enabled text to sql and the approach we took a couple of months ago was using openai function calling with a defined schema and having it generate the right SQL.