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This looks very polished, and a more self-serve experience than what some other companies have built. Seeing what has happened with Assistants API, do you expe
by alxmng 3y ago
This looks very polished, and a more self-serve experience than what some other companies have built.
Seeing what has happened with Assistants API, do you expect OpenAI to soon introduce an SQL API as well?
As someone in the position to evaluate integrating a text-to-SQL pipeline in our product, I'm left wondering "why not just wait until OpenAI does this?" Especially when you consider the pipeline ends at OpenAI's model anyway. How long will the current crop of productized text-to-SQL pipelines really be around for?
- saigal 3y agoThanks so much for the kind words. Getting NL-to-SQL to work at the enterprise grade takes work and a specialized engine / agent to do so (we use fine-tuning together with RAG). I don't believe this will be the objective of OpenAI. Additionally, there are plenty of companies who will want to use a LLM not governed by OpenAI (e.g. another open source model). Dataherald will ultimately allow anyone to swap out the LLM of their choosing. At the moment however GPT4 performs far and above any other model that we've tested.