Hi team,
We are implementing a Chabot using Rasa opensource, version 1.6 is in production now. Th pipeline for Entity mapping is CRFEntityMapper. There is a requirement where the same synonym value needs to be mapped to different entities, based on the context. Does Rasa support this or any suggestions to achieve this?
E.g. I want to ‘report’ an issue -> ‘report’ should be mapped to action
Which report is available from team -> ‘report’ should be mapped to ‘reports’
Any help is appreciated!.
It sounds like what you’re describing is this feature request: Add types to entity synonyms · Issue #5718 · RasaHQ/rasa · GitHub
A question, in these two example cases, are you dealing with two different entity names? i.e. [report](tdo_thing:action) and [report](document:reports)?
Thanks for the reply…
Yes, the requirement is to map the synonym to two different entity names?
i.e. [report](tdo_thing:action) and [report](document:reports)
Adding roles doesnt seem to meet the requirement, as the scenario is to have the same synonym mapped to different entity names, based on context.