Danny James Williams

This should work - 1. **How does Elysia handle pre-chunked collections?** It doesn't know if a collection is chunked or not, as there's no way to tell for any generic...

Could you clarify please?

I'm still not completely understanding, you're saying that the same user input results in different queries from the model and therefore different results? What is this to do with the...

Hmm yeah, well this is just a byproduct of how agentic search will always work, unfortunately. Since an LLM is non-deterministic, there's always going to be some randomness. Otherwise, you...

Yep, @gulyabaniTR is spot on! We need to edit the weaviate query code itself to be able to achieve this, and then it'd be necessary to add a field to...

Amazing! So just like you said, the main change would be to add the return metadata to `hybrid` and `near_text` in: https://github.com/weaviate/elysia/blob/c5b6451daf2477ad14032b0ecb5b2c3a67d63bd3/elysia/tools/retrieval/util.py#L606-L630 Then augment the objects with some kind of...

Hey, thanks for your interest in Elysia. We currently don't have this option unfortunately, but may be scheduled for a later release. If it becomes a common complaint or there...

Thank you for the detailed issue report. So what's happening here is that for some reason your model connection is erroring, and Elysia tries to 'guess' the reason why your...

We currently do have the functionality ready to do this - there is a file inside `elysia/api` called `custom_tools.py` which you can use to import tools, and endpoints on the...

Hey there, thanks for your interest in the project! Could you try running a brief example in python using the same configuration, [based on the openrouter docs on LiteLLM](https://docs.litellm.ai/docs/providers/openrouter)? If...