The challenge
The client needed an application that could gather content from web sources and use it to answer questions with generative AI.
Public Sector • Azure AI
Applications
Retrieval-Augmented Generation Application with Web Content Ingestion
Built an Azure application combining retrieval-augmented generation with web content collection to make public information easier to search and query.
Ref: AMSFT105281
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The approach
Kumulus developed the application and its supporting integrations on Microsoft Azure, combining web content collection with a retrieval-augmented generation approach.
The outcome
Made selected public-sector web content and documents easier to find and query through an Azure RAG assistant, giving users conversational access to information in portal pages and JPEG, PNG, PDF and HTML files.
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