I am using rasa==1.1.8 and rasa-sdk==1.1.1
Every time the tracker store has close to 150 items, the predictions of bot go haywire and it is unable to recognize the intents properly. Once I clean the tracker store (
events table) from database, it starts working fine. This happens mainly due to wrong policy getting invoked for predicting the next action.
The details of
config.yml are as follows:
policies: - name: MemoizationPolicy max_history: 3 - name: KerasPolicy featurizer: - name: MaxHistoryTrackerFeaturizer max_history: 3 state_featurizer: - name: BinarySingleStateFeaturizer - name: MappingPolicy - name: FormPolicy - name: TwoStageFallbackPolicy nlu_threshold: 0.5 core_threshold: 0.3 fallback_nlu_action_name: "action_default_fallback" fallback_core_action_name: "action_default_ask_affirmation" deny_suggestion_intent_name: "out_of_scope"
Has anyone ever faced this kind of issue? Am I doing anything wrong here?