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    <lastmod>2026-05-09T17:32:44.789Z</lastmod>
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    <lastmod>2026-05-09T17:32:43.552Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/ai-powered-customer-support-chatbot-to-intelligent-system/</loc>
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    <loc>https://optiverse-tech.com/blog/document-intelligence-ocr-layout-tables/</loc>
    <lastmod>2026-05-09T17:32:45.101Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/from-models-to-compound-ai-systems/</loc>
    <lastmod>2026-05-09T17:32:43.980Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/grounding-with-rag/</loc>
    <lastmod>2026-05-09T17:32:44.304Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/memory-state-and-knowledge/</loc>
    <lastmod>2026-05-09T17:32:44.470Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/moe-sharding/</loc>
    <lastmod>2026-05-09T17:32:46.285Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/multimodal-systems-vlms-figure-grounding/</loc>
    <lastmod>2026-05-09T17:32:45.264Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/paged-kv-cache/</loc>
    <lastmod>2026-05-09T17:32:45.898Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/prefill-decode-disaggregation/</loc>
    <lastmod>2026-05-09T17:32:46.048Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/prefix-aware-routing/</loc>
    <lastmod>2026-05-09T17:32:46.167Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/prompts-context-windows-and-how-you-talk-to-an-llm/</loc>
    <lastmod>2026-05-09T17:32:43.223Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/reliable-llm-pipelines-and-control-logic/</loc>
    <lastmod>2026-05-09T17:32:44.141Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/what-happens-after-you-call-the-api/</loc>
    <lastmod>2026-05-09T17:32:45.588Z</lastmod>
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  <url>
    <loc>https://optiverse-tech.com/blog/what-large-language-models-actually-do/</loc>
    <lastmod>2026-05-09T17:32:43.057Z</lastmod>
    <xhtml:link rel="alternate" hreflang="en" href="https://optiverse-tech.com/blog/what-large-language-models-actually-do/"/>
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    <loc>https://optiverse-tech.com/blog/when-rag-not-enough-cag-hybrid-retrieval/</loc>
    <lastmod>2026-05-09T17:32:44.950Z</lastmod>
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    <loc>https://optiverse-tech.com/blog/why-llms-need-help-hallucinations-grounding-systems/</loc>
    <lastmod>2026-05-09T17:32:43.383Z</lastmod>
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  <url>
    <loc>https://optiverse-tech.com/category/agents-and-autonomy/</loc>
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    <loc>https://optiverse-tech.com/category/ai-system-architecture/</loc>
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    <loc>https://optiverse-tech.com/category/document-and-multimodal-intelligence/</loc>
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    <loc>https://optiverse-tech.com/category/inference-infrastructure/</loc>
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    <loc>https://optiverse-tech.com/category/llm-fundamentals/</loc>
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    <loc>https://optiverse-tech.com/category/retrieval-and-knowledge/</loc>
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    <loc>https://optiverse-tech.com/zh-TW/blog/agent-loops-react-tools-failure-modes/</loc>
    <lastmod>2026-05-09T17:32:46.522Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/ai-assistants-agents-everything-in-between/</loc>
    <lastmod>2026-05-09T17:32:46.364Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/ai-powered-customer-support-chatbot-to-intelligent-system/</loc>
    <lastmod>2026-05-09T17:32:46.385Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/assistants-agents-autonomy-spectrum/</loc>
    <lastmod>2026-05-09T17:32:46.497Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/building-travel-copilot-end-to-end-architecture/</loc>
    <lastmod>2026-05-09T17:32:46.610Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/continuous-batching/</loc>
    <lastmod>2026-05-09T17:32:46.657Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/document-intelligence-ocr-layout-tables/</loc>
    <lastmod>2026-05-09T17:32:46.565Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/from-models-to-compound-ai-systems/</loc>
    <lastmod>2026-05-09T17:32:46.404Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/grounding-with-rag/</loc>
    <lastmod>2026-05-09T17:32:46.448Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/memory-state-and-knowledge/</loc>
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    <loc>https://optiverse-tech.com/zh-TW/blog/moe-sharding/</loc>
    <lastmod>2026-05-09T17:32:46.737Z</lastmod>
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    <loc>https://optiverse-tech.com/zh-TW/blog/multimodal-systems-vlms-figure-grounding/</loc>
    <lastmod>2026-05-09T17:32:46.585Z</lastmod>
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