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Frank Li (Wicresoft North America Ltd)
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Update Readme
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samples/CrawlFeaturizer/README.md

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@@ -27,15 +27,15 @@ git clone https://github.com/Azure/personalization-rl.git
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- Replace `cognitiveTextAnalyticsEndpoint` variable's value in `Programs.cs` with one of the `Endpoints`
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- Replace `cognitiveTextAnalyticsSubscriptionKey` variable's value in `Programs.cs` with one of the `Keys`
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- Replace `CognitiveTextAnalyticsAPIKey ` variable's value in `Programs.cs` with one of the `Keys`
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## Visual Studio
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- Set `CrawlFeaturizer` as the Start Up project in Visual Studio
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- Run the project (press `F5` key)
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## Crawl Pipeline
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## Crawl Pipeline
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The Crawl pipeline consists of 2 stages
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1. Crawl a feed url and get all the items listed in the feed. These items are the `Actions` that will be ranked by Personalization API. This is exposed through the `IActionsProvider` interface.
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2. Each `Action` is decorated with `Features` by using some `ActionFeaturizer` e.g Cognitive Services Text Analytics, Cognitive Services Vision. This functionality is exposed through the `IActionFeaturizer` interface. Once we have a set of actions with features, those actions can be ranked using the Personalization API.

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