Missing Spans in Langfuse

code... tbd

Span for the /query | query_docs handler that is missing the spans I expected

If you aren't using the global handler option, you need to pass the callback manager into everything.

Notably I see it's not passed into the embedding model

Maybe try adding it there?

Is it correct to say the Settings.callback_manager is not applied as the default to the Settings.embed_model, while it is applied to the Settings.llm?

Got it working, thanks @Logan M

The logic is kind of janky, but glad it works 👍

yeah, janky is a good word for it, but there are times where one wants to get into the guts to see how things work and come together. This is partly, part of the learning process, but I also want to be able to share the documents used in producing an answer and certain parts of the metadata about them.

Is there any way to get the doc list & metadata used from the higher level APIs when making a query?

@Logan M would this be something I could also accomplish with QueryPipeline & Agents?