Add Entity Types for Regex Match, Fuzzy Match, etc.

samtecspg / articulate

A platform for building conversational interfaces with intelligent agents (chatbots)

http://spg.ai/projects/articulate/

Apache License 2.0

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Add Entity Types for Regex Match, Fuzzy Match, etc. #231

Open wrathagom opened 6 years ago

wrathagom commented 6 years ago

The idea with entity types is to allow them to beyond just what Rasa offers from a CRF learned type have some entities that are matched in other ways. So the types we could potentially have would be:

Learned (existing CRF/Rasa functionality)
Regex Match (an exact match to a regex string)
Fuzzy Match (some sort of distance equation or maybe using ES search results)
Phrase Match - entity exists in a list this is being implemented in Rasa on https://github.com/RasaHQ/rasa_nlu/pull/822/files

wrathagom commented 6 years ago

This is a follow on to this https://github.com/samtecspg/articulate/pull/228/commits/ba613501c5b19612f7a579d3e7c1964a65002acd which will need refactored when we introduce entity types.

BreadAndRoses95 commented 6 years ago

Made a PR on this ( #243 ), let me know what you think about this. Btw, I think phrase entities are included in regex entities, aren't they?