Benefits of using a specialized search engine

BENEFITS OF USING A SPECIALIZED SEARCH ENGINE FULL

The skills providing the analysis are predefined ones from Microsoft, or custom skills that you create. AI enrichment can extract text embedded in application files, and also infer text and structure from non-text files by analyzing the content. You can upload any text that is in the form of JSON documents.ДЄdditionally, if your content includes mixed files, you have the option of adding AI enrichment through cognitive skills. Internally, inbound text is processed into tokens and stored in inverted indexes for fast scans.

Indexing is an intake process that loads content into to your search service and makes it searchable. On the search service itself, the two primary workloads are indexing and querying.

Azure integration at the data layer, machine learning layer, and AI (Cognitive Services)ДЄrchitecturally, a search service sits between the external data stores that contain your un-indexed data, and your client app that sends query requests to a search index and handles the response.ДЄcross the Azure platform, Cognitive Search can integrate with other Azure services in the form of indexers that automate data ingestion/retrieval from Azure data sources, and skillsets that incorporate consumable AI from Cognitive Services, such as image and natural language processing, or custom AI that you create in Azure Machine Learning or wrap inside Azure Functions.

Programmability through REST APIs and client libraries in Azure SDKs for.

BENEFITS OF USING A SPECIALIZED SEARCH ENGINE FULL

Rich query capabilities, including simple syntax, full Lucene syntax, and typeahead search.Rich indexing, with text analysis and optional AI enrichment for advanced content extraction and transformation.A search engine for full text search with storage for user-owned content in a search index.When you create a search service, you'll work with the following capabilities: Search is foundational to any app that surfaces text content to users, with common scenarios including catalog or document search, online retail, or knowledge mining for data science. Azure Cognitive Search ( formerly known as 'Azure Search') is a cloud search service that gives developers infrastructure, APIs, and tools for building a rich search experience over private, heterogeneous content in web, mobile, and enterprise applications.

Benefits of using a specialized search engine