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9/10 requests for a simple sql query get a working query. This isn't enough to enable a useful interface. It takes a lot of scaffolding to get an llm powered
by sgt101 3y ago
9/10 requests for a simple sql query get a working query.
This isn't enough to enable a useful interface.
It takes a lot of scaffolding to get an llm powered interface to actually work.
- liampulles 3y agoI'm actively trying to scaffold an LLM for business usecases and my experience totally echoes this. I can tweak the prompt for a very representative set of training data, and then it vomits at a seemingly normal new case.
- arthurcolle 3y agohave you tried to train a model based on your expectation context data and the outputs you want?
- jarulraj 3y agoYou might be interested in another way to use LLMs inside a SQL query. For example, LLMs can be used to power a "soft join" between SQL tables for when a correspondence is only implied (e.g. different address formats, etc.). More details here: https://medium.com/evadb-blog/augmenting-postgresql-with-ai-using-evadb-b3db294adf35 https://medium.com/evadb-blog/augmenting-postgresql-with-ai-...