Dialogflow Intent Candidate List

Transcript

1. The Intent Candidate List
2. What is the candidate list? • At any given point in the conversation, Dialogflow can only choose a subset of the intents you have defined • This subset is based on what contexts are currently active
3. Suppose context c1 and c2 are active • If two contexts c1 and c2 are active, then any of the following 4 types of intents are candidates • no input context • input context c1 • input context c2 • input context c1 and c2 • what if there is an intent with input context c1 and c3? • it is not a candidate for selection, since c3 is not active
4. Power set • The candidate list is based on the power set of the set of active contexts • Suppose c1, c2 and c3 are active: • the powerset is {(), (c1), (c2), (c3), (c1,c2), (c1,c3), (c2,c3), (c1,c2,c3)} • 8 = 2 ^ 3 combinations • Generally, 2 ^ N combinations
5. Additional resources • Article • https://miningbusinessdata.com/dialogflow- tutorial-identifying-intents-candidates- selection/ • YouTube video • https://www.youtube.com/watch? v=a8E6eyYA0Bw
6. These slides are a part of the Dialogflow Tips course