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word-suggestion
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word-suggestion
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# word-suggestion This is a demo application for word completion/suggestion similar to auto-complete mobile keyboards where given a previous word and a prefix the system will try to predict which word should follow. <img src="/img/demo.gif"/> ## Running Make sure [RedisGraph](http://redisgraph.io/) is accessible, ``` docker run --rm -p 6379:6379 redis/redis-stack:edge ``` ### Load data ```python python3 load.py ``` ### Run suggestion server ```python python3 complete.py ``` Tab to iterate through suggestions Space to accept current suggestion ## Graph model * Nodes represent words * Edge connecting two words A and B with weight N indicates we've encountered N instances of the pair A B. <img src="/img/model.png"/> ## Personalization Whenever a suggestion is accepted we reinforce to edge connecting the previous word and the suggestion by increasing its weight, in-case a word did not exist in the graph it is created.
