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  <!-- ── Portfolio (homepage) ── -->
  <url>
    <loc>https://ramvector.com/</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>1.0</priority>
    <image:image>
      <image:loc>https://ramvector.com/profile.png</image:loc>
      <image:title>Ganapathi Ramkumar Palanivelu — AI Architect and Enterprise Architect</image:title>
      <image:caption>Professional profile of Ganapathi Ramkumar Palanivelu, Senior AI Architect specializing in RAG pipelines, multi-agent AI, and enterprise cloud architecture.</image:caption>
    </image:image>
  </url>

  <!-- ── Blog listing ── -->
  <url>
    <loc>https://ramvector.com/blog</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>

  <!-- ── Blog posts ── -->
  <url>
    <loc>https://ramvector.com/blog/rag-pipeline-architecture-guide</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://ramvector.com/blog/genai-vs-rag-enterprise-guide</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://ramvector.com/blog/multi-agent-ai-design-patterns</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://ramvector.com/blog/enterprise-architecture-ai-togaf</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>

  <url>
    <loc>https://ramvector.com/blog/llm-evaluation-production</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://ramvector.com/blog/azure-openai-vs-aws-bedrock</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://ramvector.com/blog/vector-database-design-patterns</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>

  <!-- ── Tutorials listing ── -->
  <url>
    <loc>https://ramvector.com/tutorials</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>

  <!-- ── Tutorial posts ── -->
  <url>
    <loc>https://ramvector.com/tutorials/build-rag-pipeline-langchain-pinecone</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://ramvector.com/tutorials/multi-agent-langgraph-tutorial</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>

  <url>
    <loc>https://ramvector.com/tutorials/langchain-tool-use-openai-functions</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://ramvector.com/tutorials/langsmith-observability-guide</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>

  <!-- ── Comparisons listing ── -->
  <url>
    <loc>https://ramvector.com/comparisons</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>

  <!-- ── Comparison posts ── -->
  <url>
    <loc>https://ramvector.com/comparisons/langchain-vs-llamaindex-comparison</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://ramvector.com/comparisons/pinecone-vs-pgvector-comparison</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>

  <url>
    <loc>https://ramvector.com/comparisons/azure-openai-vs-bedrock-vs-vertex</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://ramvector.com/comparisons/chroma-vs-weaviate-vs-qdrant</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>

  <!-- ── Docs listing ── -->
  <url>
    <loc>https://ramvector.com/docs</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.75</priority>
  </url>

  <!-- ── Doc posts ── -->
  <url>
    <loc>https://ramvector.com/docs/ramvector-technical-architecture</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://ramvector.com/docs/ai-architecture-glossary</loc>
    <lastmod>2026-05-13</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.75</priority>
  </url>

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