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        <title><![CDATA[Stories by Mohammed Lubbad on Medium]]></title>
        <description><![CDATA[Stories by Mohammed Lubbad on Medium]]></description>
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            <title>Stories by Mohammed Lubbad on Medium</title>
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            <title><![CDATA[Stop Building Voice Apps the Slow Way]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/stop-building-voice-apps-the-slow-way-1b2928ef6307?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/928/1*FRqciuMQommfJN-OuHy23g.png" width="928"></a></p><p class="medium-feed-snippet">A modern guide to transforming traditional batch transcription into stateful, real-time stream processing that mirrors natural human&#x2026;</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/stop-building-voice-apps-the-slow-way-1b2928ef6307?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
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            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[voice-assistant]]></category>
            <category><![CDATA[ai]]></category>
            <category><![CDATA[text-to-speech]]></category>
            <category><![CDATA[generative-ai-tools]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Sun, 19 Oct 2025 15:57:00 GMT</pubDate>
            <atom:updated>2025-10-19T15:57:00.411Z</atom:updated>
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            <title><![CDATA[Your Voice AI is Too Slow.. Let’s Fix It]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/fix-slow-voice-ai-with-a-streaming-stt-pipeline-9d23332f4e7c?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/928/1*HKtoO6VGLz28YAiAzahLCw.png" width="928"></a></p><p class="medium-feed-snippet">Stop making users wait. We&#x2019;ll break down the 4-stage streaming pipeline that separates clunky batch processing from a truly conversational&#x2026;</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/fix-slow-voice-ai-with-a-streaming-stt-pipeline-9d23332f4e7c?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/fix-slow-voice-ai-with-a-streaming-stt-pipeline-9d23332f4e7c?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[voice-assistant]]></category>
            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[generative-ai-tools]]></category>
            <category><![CDATA[genai]]></category>
            <category><![CDATA[ai]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Sat, 18 Oct 2025 14:50:37 GMT</pubDate>
            <atom:updated>2025-10-18T15:02:38.026Z</atom:updated>
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        <item>
            <title><![CDATA[Building an LLM System? Here is a Blueprint I wish I knew before]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/building-an-llm-system-here-is-a-blueprint-i-wish-i-knew-before-b3d74ee46e7d?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/1280/0*K10VQH_lWWXxiIWz.png" width="1280"></a></p><p class="medium-feed-snippet">Think about fixing up an old house.</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/building-an-llm-system-here-is-a-blueprint-i-wish-i-knew-before-b3d74ee46e7d?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/building-an-llm-system-here-is-a-blueprint-i-wish-i-knew-before-b3d74ee46e7d?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[large-language-models]]></category>
            <category><![CDATA[naturallanguageprocessing]]></category>
            <category><![CDATA[llm]]></category>
            <category><![CDATA[nlp]]></category>
            <category><![CDATA[artificial-intelligence]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Tue, 27 May 2025 22:22:24 GMT</pubDate>
            <atom:updated>2025-10-18T14:59:18.423Z</atom:updated>
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            <title><![CDATA[Reducing Latency in AI Agentic Systems: A Success Story]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-snippet">In the evolving landscape of technology, reducing latency in AI systems is critical for enhancing user experience and operational&#x2026;</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/reducing-latency-in-ai-agentic-systems-a-success-story-b2bb23673f6d?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/reducing-latency-in-ai-agentic-systems-a-success-story-b2bb23673f6d?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[artificial-intelligence]]></category>
            <category><![CDATA[large-language-models]]></category>
            <category><![CDATA[agentic-ai]]></category>
            <category><![CDATA[llm]]></category>
            <category><![CDATA[ai]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Mon, 26 May 2025 10:02:28 GMT</pubDate>
            <atom:updated>2025-05-26T10:02:28.464Z</atom:updated>
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            <title><![CDATA[CAG vs. RAG: The Future of Efficient Knowledge in Large Language Models]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/cag-vs-rag-llm-knowledge-a47bffdb0e88?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/1200/1*m_x1qh7nNJdu2XSX-vA65A.jpeg" width="1200"></a></p><p class="medium-feed-snippet">Cache-Augmented Generation (CAG) for Faster LLM Responses</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/cag-vs-rag-llm-knowledge-a47bffdb0e88?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/cag-vs-rag-llm-knowledge-a47bffdb0e88?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[ai]]></category>
            <category><![CDATA[retrieval-augmented-gen]]></category>
            <category><![CDATA[nlp]]></category>
            <category><![CDATA[aritificial-intelligence]]></category>
            <category><![CDATA[llm]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Tue, 29 Apr 2025 20:02:36 GMT</pubDate>
            <atom:updated>2025-10-18T14:58:53.410Z</atom:updated>
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        <item>
            <title><![CDATA[Building a Multi-agent Internet Research Assistant]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/building-a-multi-agent-internet-research-assistant-ebd9c5afad04?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/1958/1*3wxNfDwkOb4Cm724hKmoqQ.gif" width="1958"></a></p><p class="medium-feed-snippet">&#x2026;with OpenAI Swarm &amp; Llama 3.2 (100% local).</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/building-a-multi-agent-internet-research-assistant-ebd9c5afad04?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/building-a-multi-agent-internet-research-assistant-ebd9c5afad04?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[agentic-ai]]></category>
            <category><![CDATA[large-language-models]]></category>
            <category><![CDATA[agents]]></category>
            <category><![CDATA[llm]]></category>
            <category><![CDATA[llmops]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Wed, 25 Dec 2024 15:11:58 GMT</pubDate>
            <atom:updated>2024-12-25T15:11:58.255Z</atom:updated>
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            <title><![CDATA[5 WAYS TO RUN LLMS LOCALLY WITHOUT INTERNET]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/5-ways-to-run-llms-locally-without-internet-fa27ceb5d043?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/600/1*ODThfFAuv9MHKn6UGwRKAw.png" width="600"></a></p><p class="medium-feed-snippet">1. GPT4ALL</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/5-ways-to-run-llms-locally-without-internet-fa27ceb5d043?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/5-ways-to-run-llms-locally-without-internet-fa27ceb5d043?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[llmops]]></category>
            <category><![CDATA[large-language-models]]></category>
            <category><![CDATA[llm]]></category>
            <category><![CDATA[llm-applications]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Tue, 24 Dec 2024 13:56:36 GMT</pubDate>
            <atom:updated>2024-12-24T13:56:36.287Z</atom:updated>
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            <title><![CDATA[LLM THAT CAN SPEAK]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/llm-that-can-speak-c99d846f3843?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/600/1*oL3FElsDCrt-DOx178lcpQ.png" width="600"></a></p><p class="medium-feed-snippet">SPIRIT LM</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/llm-that-can-speak-c99d846f3843?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/llm-that-can-speak-c99d846f3843?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[llm]]></category>
            <category><![CDATA[spirit-lm]]></category>
            <category><![CDATA[llama-3]]></category>
            <category><![CDATA[large-language-models]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Fri, 15 Nov 2024 14:18:22 GMT</pubDate>
            <atom:updated>2024-11-15T14:38:38.632Z</atom:updated>
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            <title><![CDATA[A Beginner’s Guide to the CLIP Model]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/a-beginners-guide-to-the-clip-model-57fec7613ff5?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/1280/1*P-wDfY9K1DceIHyIkc1p0g.jpeg" width="1280"></a></p><p class="medium-feed-snippet">How It Brings Images and Text Together</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/a-beginners-guide-to-the-clip-model-57fec7613ff5?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/a-beginners-guide-to-the-clip-model-57fec7613ff5?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[llm]]></category>
            <category><![CDATA[openai]]></category>
            <category><![CDATA[retrieval-augmented-gen]]></category>
            <category><![CDATA[multimodal]]></category>
            <category><![CDATA[vlm]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Fri, 08 Nov 2024 21:33:18 GMT</pubDate>
            <atom:updated>2024-11-08T21:43:11.779Z</atom:updated>
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        <item>
            <title><![CDATA[Multimodal Retrieval-Augmented Generation (RAG)]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://mlubbad.medium.com/multimodal-retrieval-augmented-generation-rag-8870fc2d49ae?source=rss-424d1f13b3e7------2"><img src="https://cdn-images-1.medium.com/max/1201/0*YwfNcyfJsR4CzXPv" width="1201"></a></p><p class="medium-feed-snippet">What is Multimodal RAG?</p><p class="medium-feed-link"><a href="https://mlubbad.medium.com/multimodal-retrieval-augmented-generation-rag-8870fc2d49ae?source=rss-424d1f13b3e7------2">Continue reading on Medium »</a></p></div>]]></description>
            <link>https://mlubbad.medium.com/multimodal-retrieval-augmented-generation-rag-8870fc2d49ae?source=rss-424d1f13b3e7------2</link>
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            <category><![CDATA[retrieval-augmented-gen]]></category>
            <category><![CDATA[multimodal]]></category>
            <category><![CDATA[large-vision-models]]></category>
            <category><![CDATA[multimodal-ai]]></category>
            <category><![CDATA[large-language-models]]></category>
            <dc:creator><![CDATA[Mohammed Lubbad]]></dc:creator>
            <pubDate>Wed, 06 Nov 2024 18:41:17 GMT</pubDate>
            <atom:updated>2024-11-08T21:43:47.195Z</atom:updated>
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