I wish we had landed on a better acronym than RAG.
Every single time I see it, I immediately think of Red Amber Green.
Vanna.ai: Chat with your SQL database
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Re: Vanna.ai: Chat with your SQL database
#12This looks really helpful! I'm working a lot on graph databases and am wondering, if there are similar projects working with say neo4j.
I guess because you don't have a schema, the complexity goes up.
Re: Vanna.ai: Chat with your SQL database
#13What's the origin behind the name Vanna?
Re: Vanna.ai: Chat with your SQL database
#14The most success I had with AI+SQL was when I started feeding errors from the sql provider back to the LLM after each iteration.
I also had a formatted error message wrapper that would strongly suggest querying system tables to discover schema information.
These little tweaks made it scary good at finding queries, even ones requiring 4+ table joins. Even without any examples or fine tuning data.
Re: Vanna.ai: Chat with your SQL database
#15I wish we had landed on a better acronym than RAG.
It doesn't matter, RAG is very temporary and will not be around long imho.
Re: Vanna.ai: Chat with your SQL database
#16Re: Vanna.ai: Chat with your SQL database
#17It would be fun if you could actually train your raw sql and the llm output is the actual answer and not sql commands. In this way its just another language layer on top/in between of sql. Probably hurts efficiency and performance in the long run.
Re: Vanna.ai: Chat with your SQL database
#18The nitty gritty: https://vanna.ai/blog/ai-sql-accuracy.html
Re: Vanna.ai: Chat with your SQL database
#19Re: Vanna.ai: Chat with your SQL database
#20What's the origin behind the name Vanna?
Vanna White? It's the only Vanna I know.