shajiyakhan1309 opened a new pull request, #531:
URL: https://github.com/apache/mahout/pull/531

   This PR addresses #529 by adding clear deprecation banners to all 
documentation pages related to MapReduce and Samsara.
   These banners notify users that these components are no longer actively 
maintained and encourage exploration of Qumat, Mahout’s new Quantum Computing 
framework.
   
   ✅ Changes Made:
   - Inserted styled HTML banners at the top of relevant .md files
   
   - Ensured content remains unchanged otherwise
   
   - Verified correct rendering in local build
   
      **Example Banner Text:**
   
      `<div style="background-color: #fff3cd; color: #856404; border: 1px solid 
#ffeeba; padding: 15px; border-radius: 5px; margin-bottom: 20px;"> <strong>⚠️ 
Deprecation Notice:</strong> This component (<em>Mahout/Samsara</em>) is no 
longer actively maintained. It remains accessible for historical reference but 
is not recommended for new development.
        Please check out <a 
href="https://mahout.apache.org/quantum-computing-primer/"; style="color: 
#0c5460; text-decoration: underline;">Qumat - Mahout's Quantum Computing 
Primer</a> for the latest innovations.</div>`


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