An important aspect of the feature generation process is to first think about the main actors that will play a key role in our feature engineering process.

📝 The terms “features” and “signals” are generally used interchangeably as we will also do so.

The four such actors for search are:

  1. Searcher
  2. Query
  3. Document
  4. Context

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