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https://www.geeksforgeeks.org/best-git-practices-to-follow-in-teams/
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In the case of this project commits must be made with certain specifications and things in mind please read: Commits |
Training and Testing Machine Learning Models
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- what is nlu
- what is an nlu pipeline
ASR and WHISPER
Intent and Slot Classification
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You will be developing a few basic web pages to provide some visual support to a user while they is conversing with your agent. We assume you are familiar with basic forms of HTML, the markup language for developing a webpage. If not, please check out this https://www.w3schools.com/html/default.asp to get you started.
On top of HTML, we use Bootstrap 4 for facilitating the development of a webpage. The main purpose of this visual support is twofold: to provide (1) support to a user to reduce their cognitive load (the amount of information working memory needs to process at any given time) and (2) an indication of the progress on the task that has been made thus far. A user may not be able to remember all preferences and/or constraints on recipes they selected thus far. A system that would require a user to do so, would likely not be experienced as very user-friendly. It is also nice to show a user how much progress has been made in finding a recipe they like. A simple measure for our recipe recommendation agent to indicate progress is to show how many recipes still match the preferences of the user.
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To understand how you can integrate Bootstrap components into your agent, you need to read our https://socialrobotics.atlassian.net/wiki/pages/createpage.action?spaceKey=PM2&title=2025%20Visual%20Support%20Guide. This is where we explain in more detail how you can use Bootstrap components for creating a webpage in this project.
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