How to improve the search result using cognitive search

Senan, Arun 21 Reputation points
2023-06-01T12:10:12.9033333+00:00

What can I do to improve the accuracy of Cognitive search result ?

Azure AI Search
Azure AI Search
An Azure search service with built-in artificial intelligence capabilities that enrich information to help identify and explore relevant content at scale.
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  1. Q&A Assist
    2023-06-01T12:10:12.9066667+00:00
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    To improve the accuracy of your search results using Azure Cognitive Search, there are a few things you can do:

    1. Index composition: Make sure your index schema is optimized for search performance. This means carefully choosing which fields to include in the index and configuring them with appropriate analyzers, filters, and scoring profiles. Additionally, limit the size of the index to only include the necessary fields. [1]
    2. Query design: Craft your queries in a way that accurately represents the user's intent. Use filtering, faceting, and sorting to refine the results as needed. Try to avoid overly generic or ambiguous search queries, and instead use specific and relevant terms. [1]
    3. Service capacity: Ensure that your search service is properly configured to handle the expected query volume and complexity. Choose the appropriate service tier and number of replicas and partitions based on your needs. Finally, monitor and analyze query and indexing performance regularly to identify areas for improvement. [1]

    Another way to potentially improve the quality of search results is by utilizing semantic search. This technology can improve the quality of search by promoting matches that are semantically closer to the intent of the original query. It can also extract captions and answers from your content to display on a search results page. However, it is important to note that semantic search cannot create new information or strings and is best suited for searchable content that is information-rich and structured as prose. [2]

    For more detailed information on how to analyze and improve search performance using Azure Cognitive Search, you can refer to the official documentation [1][3] or seek guidance from a Microsoft representative.

    References:

    1. Tips for better performance in Azure Cognitive Search - https://learn.microsoft.com/en-us/azure/search/search-performance-tips
    2. Semantic search in Azure Cognitive Search - https://learn.microsoft.com/en-us/azure/search/semantic-search-overview#semantic-capabilities-and-limitations
    3. Analyze performance in Azure Cognitive Search - https://learn.microsoft.com/en-us/azure/search/search-performance-analysis
    4. How do I get more accurate results for my project? - https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/conversational-language-understanding/faq#how-do-i-get-more-accurate-results-for-my-project
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