diff --git a/08-building-search-applications/README.md b/08-building-search-applications/README.md index de1368e2c..55bb8f53b 100644 --- a/08-building-search-applications/README.md +++ b/08-building-search-applications/README.md @@ -47,7 +47,7 @@ Here is an example of a semantic search. Let's say you were looking to buy a car [Text embeddings](https://en.wikipedia.org/wiki/Word_embedding?WT.mc_id=academic-105485-koreyst) are a text representation technique used in [natural language processing](https://en.wikipedia.org/wiki/Natural_language_processing?WT.mc_id=academic-105485-koreyst). Text embeddings are semantic numerical representations of text. Embeddings are used to represent data in a way that is easy for a machine to understand. There are many models for building text embeddings, in this lesson, we will focus on generating embeddings using the OpenAI Embedding Model. -Here's an example, image the following text is in a transcript from one of the episodes on the AI Show YouTube channel: +Here's an example, imagine the following text is in a transcript from one of the episodes on the AI Show YouTube channel: ```text Today we are going to learn about Azure Machine Learning.