Still halfway through reading, but what you've made can unlock a lot of use cases.
> I tried SQLite first, but its extension API is limited and write performance with custom storage was painfully slow
For many use cases, write performance does not matter much. Other than the initial import, in many cases we don't change text that fast. But the simpler logistics of having a sqlite database, with the dual (git+SQL) access to text is huge.
That said, for the specific use case I have in mind, postgres is perfectly fine
I did actually look into writing the extension for duckdb. But similar to SQLite the extension possibilities are not great for what I needed. Though duckdb is a great database.
I love it. I love having agents write SQL. It's very efficient use of context and it doesn't try to reinvent informal retrieval part of following the context.
Did you find you needed to give agents the schema produced by this or they just query it themselves from postgres?
so most analyses already have a CLI function you can just call with parameters. for those that don't, in my case, the agent just looked at the --help of the commands and was able to perform the queries.
https://fossil-scm.org/
> I tried SQLite first, but its extension API is limited and write performance with custom storage was painfully slow
For many use cases, write performance does not matter much. Other than the initial import, in many cases we don't change text that fast. But the simpler logistics of having a sqlite database, with the dual (git+SQL) access to text is huge.
That said, for the specific use case I have in mind, postgres is perfectly fine
Did you find you needed to give agents the schema produced by this or they just query it themselves from postgres?