12/18/2023 0 Comments Ms sql deadlock insertThen we create an indexer that uses our skillset to pull data from the SQL Database, separate the text into chunks, vectorize each chunk, and store all the required data in the index we created above.ĭocumentation is here to start learning more about indexers and skillsets. We use two built-in skills provided by Azure AI Search:ġ. The Split Skill takes the review text and divides it into chunks (to stay within the token limits for the OpenAI embedding service).Ģ. The Azure Open AI Embedding Skill takes the outputs of the Split Skill and vectorizes them individually. In this step we also configure the search algorithm(s), and the vectorizer that will automatically vectorize the incoming query.ĭocumentation about creating indexes can be found here. To enable this, the search index will store all of the following data, for each chunk of text:Īll of these values will be stored in SearchFields specified in the code. (Later) search for the most relevant chunk based on the incoming query.
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