DIY: Suggest Relevant Sentences

Solve the interview question "Suggest Relevant Sentences" in this lesson.

Problem statement

Design a system that will guess how a specific string will end. This system will make suggestions by tracking the history of strings that it has seen before. The Input() function should take a continuous stream of input, which will end when "#" is found. Each call to the function should give the three most relevant suggestions based on the prefix. Initially, the historical data will be entered into the system. However, whenever a new input is complete, it should also be added to the historical data.


The system will be initialized using a list of strings containing suggestions for possible sentences and a list of integers that represent those sentences’ rankings. An example input is provided below

sentences = ["beautiful", "best quotes", "best friend", "best birthday wishes", "instagram", "internet"]

The Input() function will take a string as input. This input will be a continuous stream that ends at "#". For example, we can make three function calls to the Input() function using the following strings to collectively mean the string "insta".



The output will be a list of strings containing the three most relevant results. The following is an example output:

['internet', 'instagram']

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