5 ms·
Has anyone seen a project such as this which is open source? I am not saying this project should be, it’s just that my pet project is something very similar and
by dennisy 3y ago
Has anyone seen a project such as this which is open source? I am not saying this project should be, it’s just that my pet project is something very similar and I am sure some people must be building this in the open?
- zurfer 3y agoThe biggest project I am aware of is the SQL agent from langchain. It definitely gets you started and is great imo for single developers or small technical teams.
- SOLAR_FIELDS 3y agoWe played with Langchain before deciding on your solution. I think the biggest value add from Dot here, aside from the prompt engineering, is the infra around spinning up the meta tables that describe columns. I think you could get good results with Langchain if you precomputed them like Dot does. Having metadata describing the content (which Langchain tries to do on the fly by default by querying the top 5 or so rows, which is slower and leads to… mixed results) turns the tool from basically useless to pretty good instantly.
- zurfer 3y agoThank you for sharing that. Building the training space for Dot is definitely an important part of the value prop.
- dennisy 3y agoOk thank you