1# Smart reply 2 3<img src="../images/smart_reply.png" class="attempt-right" /> 4 5## Get started 6 7Our smart reply model generates reply suggestions based on chat messages. The 8suggestions are intended to be contextually relevant, one-touch responses that 9help the user to easily reply to an incoming message. 10 11<a class="button button-primary" href="http://download.tensorflow.org/models/tflite/smartreply_1.0_2017_11_01.zip">Download 12starter model and labels</a> 13 14### Sample application 15 16We have provided a pre-built APK that demonstrates the smart reply model on 17Android. 18 19Go to the 20<a href="https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/models/smartreply/g3doc">GitHub 21page</a> for instructions and list of supported ops and functionalities. 22 23## How it works 24 25The model generates reply suggestions to conversational chat messages. 26 27The on-device model comes with several benefits. It is: 28<ul> 29 <li>Fast: The model resides on the device and does not require internet connectivity. Thus, inference is very fast and has an average latency of only a few milliseconds.</li> 30 <li>Resource efficient: The model has a small memory footprint on the device.</li> 31 <li>Privacy-friendly: User data never leaves the device.</li> 32</ul> 33 34## Example output 35 36<img alt="Animation showing smart reply" src="images/smart_reply.gif" /> 37 38## Read more about this 39 40<ul> 41 <li><a href="https://arxiv.org/pdf/1708.00630.pdf">Research paper</a></li> 42 <li><a href="https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/models/smartreply/">Source code</a></li> 43</ul> 44 45## Users 46 47<ul> 48 <li><a href="https://www.blog.google/products/gmail/save-time-with-smart-reply-in-gmail/">Gmail</a></li> 49 <li><a href="https://www.blog.google/products/gmail/computer-respond-to-this-email/">Inbox</a></li> 50 <li><a href="https://blog.google/products/allo/google-allo-smarter-messaging-app/">Allo</a></li> 51 <li><a href="https://research.googleblog.com/2017/02/on-device-machine-intelligence.html">Smart Replies on Android Wear</a></li> 52</ul> 53
