Grace C.

Request added - thanks Xander S. Dustin N.! 🙏 https://github.com/Arize-ai/phoenix/issues/7937

Hi Xander S. - sounds great! Phoenix has multiple github repo (if I remember correctly?) - which one would be the best for me to file the enhancement request? Thanks!

Like the table, and the related schema etc. Thanks!

Could you please share more details on the SQL queries to delete the record by using span_id?

Hi Mikyo John G. I dig in more, and realize it has more to do with the anthropic llm auto-instrumentation - sometimes the llm span just isn't created, and it seems to be related to how fast the requests are being sent - whether it's triggered by human one after another slowly - all llm span can be captured, or programmatically one after another (which is apparently faster than human) - llm span can be dropped. We are using Anthropic streaming, and that's not supported in Phoenix at the moment, so we do the following:

stream = await self._anthropic_client.messages.create(
            max_tokens=self._max_tokens,
            system=self._system_prompt,
            model=self._model,
            messages=history.messages,
            thinking=thinking,
            tools=history.client_tools,
            stream=True,
            extra_headers=get_aigateway_extra_headers({"conversation-id": str(history.id)}),
        )

Our colleague Deepankar M. has created a feature request for anthropic stream method to be supported - https://github.com/Arize-ai/openinference/issues/1343 Would it be possible to fasten up this request to see if it solves the above issue? Thanks! 🙏

The agent span is a decorator, the anthropic llm is auto-instrumented

I don't have a reproducible script at the moment, unfortunately. However I do observe that for different span kind:

What's fundamentally different between them in terms of attaching children llm span?

So for chain span kind, sometimes however it works that an Anthropic llm span is automatically instrumented - what could cause the behavior differences that sometimes it works and sometimes doesn't? Thanks!