[swyx]

regardless how reliable llms are they will never be perfect, so graphrag will error when the RNG gods feel like ruining your day. use pydantic.

[Dowwie]

Have you any insights about whether these python libraries are using extensions for the heavy lifting? Current situation involves layers upon layers of parsing and serializing/deserializing in Python.

[swyx]

sorry what kind of extensions do you mean? im not aware of any. this stuff is just boilerplate

[darkteflon]

Was looking forward to this. Haven’t looked at the code yet, but yeah - it’s a bit of a red flag that it doesn’t use an established parsing and validation library.

[swyx]

i mean dont throw baby out with bathwater. its research code, take the good chuck the bad.