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        <title><![CDATA[Stories by Md Affan on Medium]]></title>
        <description><![CDATA[Stories by Md Affan on Medium]]></description>
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            <title>Stories by Md Affan on Medium</title>
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            <title><![CDATA[Part 2: I Tried to Fix My RAG by Changing the Chunk Size. That Was the Problem.]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/illumination/part-2-i-tried-to-fix-my-rag-by-changing-the-chunk-size-that-was-the-problem-560512ce65e1?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/1536/1*6XTO8ix0AkBE6uqIRoZ4ZQ.jpeg" width="1536"></a></p><p class="medium-feed-snippet">Chunking looks simple. It isn&#x2019;t. And the way you split a document can decide whether your RAG system finds the right answer or completely&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/illumination/part-2-i-tried-to-fix-my-rag-by-changing-the-chunk-size-that-was-the-problem-560512ce65e1?source=rss-d46d3e292ec8------2">Continue reading on ILLUMINATION »</a></p></div>]]></description>
            <link>https://medium.com/illumination/part-2-i-tried-to-fix-my-rag-by-changing-the-chunk-size-that-was-the-problem-560512ce65e1?source=rss-d46d3e292ec8------2</link>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Fri, 02 Oct 2026 17:16:12 GMT</pubDate>
            <atom:updated>2026-10-02T17:16:12.948Z</atom:updated>
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            <title><![CDATA[Part 1: Your RAG Demo Works. Production Is Another Story.]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/illumination/part-1-your-rag-demo-works-production-is-another-story-0cf972358779?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/655/1*8sCAGAy1Bqx3a5DZDpUc6Q.png" width="655"></a></p><p class="medium-feed-snippet">Why Naive RAG Fails, and what building a real Retrieval-Augmented Generation system actually involves.</p><p class="medium-feed-link"><a href="https://medium.com/illumination/part-1-your-rag-demo-works-production-is-another-story-0cf972358779?source=rss-d46d3e292ec8------2">Continue reading on ILLUMINATION »</a></p></div>]]></description>
            <link>https://medium.com/illumination/part-1-your-rag-demo-works-production-is-another-story-0cf972358779?source=rss-d46d3e292ec8------2</link>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Thu, 24 Sep 2026 07:53:16 GMT</pubDate>
            <atom:updated>2026-09-24T07:53:16.046Z</atom:updated>
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            <title><![CDATA[Which Graph Database Should You Start With? I Benchmarked 4 Managed Graph DBs So You Don’t Have To]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/illumination/which-graph-database-should-you-start-with-i-benchmarked-4-managed-graph-dbs-so-you-dont-have-to-c896666baf21?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/830/1*HUvU9g_v5Vx_H9a79ktJ3w.png" width="830"></a></p><p class="medium-feed-snippet">Neo4j Aura vs CognoDB vs Memgraph Cloud vs ArangoDB: ingestion, traversals, latency, concurrency, and all the weird things I discovered&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/illumination/which-graph-database-should-you-start-with-i-benchmarked-4-managed-graph-dbs-so-you-dont-have-to-c896666baf21?source=rss-d46d3e292ec8------2">Continue reading on ILLUMINATION »</a></p></div>]]></description>
            <link>https://medium.com/illumination/which-graph-database-should-you-start-with-i-benchmarked-4-managed-graph-dbs-so-you-dont-have-to-c896666baf21?source=rss-d46d3e292ec8------2</link>
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            <category><![CDATA[data-science]]></category>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Mon, 21 Sep 2026 14:17:52 GMT</pubDate>
            <atom:updated>2026-09-21T14:17:52.308Z</atom:updated>
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            <title><![CDATA[Wait, Should You Actually Switch Browsers in 2026?]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/illumination/wait-should-you-actually-switch-browsers-in-2026-2a1ecce92916?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/1548/0*reEIzf5o1dKRMaIK.jpg" width="1548"></a></p><p class="medium-feed-snippet">Best browsers of 2026: compare Comet, ChatGPT Atlas, Chrome and Brave, AI features, privacy, speed and which one to use for research, work</p><p class="medium-feed-link"><a href="https://medium.com/illumination/wait-should-you-actually-switch-browsers-in-2026-2a1ecce92916?source=rss-d46d3e292ec8------2">Continue reading on ILLUMINATION »</a></p></div>]]></description>
            <link>https://medium.com/illumination/wait-should-you-actually-switch-browsers-in-2026-2a1ecce92916?source=rss-d46d3e292ec8------2</link>
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            <category><![CDATA[productivity]]></category>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Tue, 10 Feb 2026 06:19:34 GMT</pubDate>
            <atom:updated>2026-02-10T06:19:34.667Z</atom:updated>
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            <title><![CDATA[I Used Duolingo Every Day for a Year; Here’s What Actually Happened]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/illumination/i-used-duolingo-every-day-for-a-year-heres-what-actually-happened-90588b76863e?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/1000/1*A_LvUBN0lmLJKQby6Bkk-Q.jpeg" width="1000"></a></p><p class="medium-feed-snippet">I used Duolingo daily for 365 days to learn Japanese. Here&apos;s what actually worked, what didn&apos;t, and the brutal truth about language&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/illumination/i-used-duolingo-every-day-for-a-year-heres-what-actually-happened-90588b76863e?source=rss-d46d3e292ec8------2">Continue reading on ILLUMINATION »</a></p></div>]]></description>
            <link>https://medium.com/illumination/i-used-duolingo-every-day-for-a-year-heres-what-actually-happened-90588b76863e?source=rss-d46d3e292ec8------2</link>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Thu, 22 Jan 2026 06:09:12 GMT</pubDate>
            <atom:updated>2026-01-22T09:36:22.926Z</atom:updated>
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            <title><![CDATA[Every F1 Circuit Ever - Part 6: F1 Circuits That Got Only One Chance]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/formula-one-forever/every-f1-circuit-ever-part-6-f1-circuits-that-got-only-one-chance-0f5df4e940b1?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/1280/0*I8Wfdi4qGKl5Zint.jpg" width="1280"></a></p><p class="medium-feed-snippet">From Pescara&#x2019;s dangerous 16-mile layout to India&#x2019;s Buddh Circuit tax nightmare, explore F1 circuits that hosted one race and vanished.</p><p class="medium-feed-link"><a href="https://medium.com/formula-one-forever/every-f1-circuit-ever-part-6-f1-circuits-that-got-only-one-chance-0f5df4e940b1?source=rss-d46d3e292ec8------2">Continue reading on Formula One Forever »</a></p></div>]]></description>
            <link>https://medium.com/formula-one-forever/every-f1-circuit-ever-part-6-f1-circuits-that-got-only-one-chance-0f5df4e940b1?source=rss-d46d3e292ec8------2</link>
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            <category><![CDATA[motorsport]]></category>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Sat, 10 Jan 2026 04:41:01 GMT</pubDate>
            <atom:updated>2026-01-10T04:41:01.864Z</atom:updated>
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            <title><![CDATA[Your WhatsApp Messages Vanish in Seconds (No, Really - Here’s Where They Actually Go)]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/illumination/your-whatsapp-messages-vanish-in-seconds-no-really-heres-where-they-actually-go-830cb6d55cff?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/897/1*lTxtcWMuXlQwo5QDrMAtGQ.png" width="897"></a></p><p class="medium-feed-snippet">Understand WhatsApp&#x2019;s unique architecture and system design. Learn why WhatsApp doesn&#x2019;t store messages on servers, how end-to-end&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/illumination/your-whatsapp-messages-vanish-in-seconds-no-really-heres-where-they-actually-go-830cb6d55cff?source=rss-d46d3e292ec8------2">Continue reading on ILLUMINATION »</a></p></div>]]></description>
            <link>https://medium.com/illumination/your-whatsapp-messages-vanish-in-seconds-no-really-heres-where-they-actually-go-830cb6d55cff?source=rss-d46d3e292ec8------2</link>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Mon, 05 Jan 2026 18:27:59 GMT</pubDate>
            <atom:updated>2026-01-05T18:27:59.517Z</atom:updated>
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            <title><![CDATA[Abu Dhabi 2025: The Race That Made Lando Champion (And Max Almost Pulled It Off)]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/formula-one-forever/abu-dhabi-2025-the-race-that-made-lando-champion-and-max-almost-pulled-it-off-aadf7d5f5330?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/680/0*UmfdZg1c0SLALdv7" width="680"></a></p><p class="medium-feed-snippet">Complete Abu Dhabi Grand Prix 2025 review. How Lando Norris won the F1 championship by just 2 points over Max Verstappen.</p><p class="medium-feed-link"><a href="https://medium.com/formula-one-forever/abu-dhabi-2025-the-race-that-made-lando-champion-and-max-almost-pulled-it-off-aadf7d5f5330?source=rss-d46d3e292ec8------2">Continue reading on Formula One Forever »</a></p></div>]]></description>
            <link>https://medium.com/formula-one-forever/abu-dhabi-2025-the-race-that-made-lando-champion-and-max-almost-pulled-it-off-aadf7d5f5330?source=rss-d46d3e292ec8------2</link>
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            <category><![CDATA[championship]]></category>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Tue, 09 Dec 2025 01:48:16 GMT</pubDate>
            <atom:updated>2025-12-09T01:48:16.429Z</atom:updated>
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            <title><![CDATA[Vegas GP 2025: Rain, Chaos, and McLaren’s Nightmare Ending]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/formula-one-forever/vegas-gp-2025-rain-chaos-and-mclarens-nightmare-ending-410bcfdebdc6?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/696/0*xsUMtHtb4wTZ7R_-.jpg" width="696"></a></p><p class="medium-feed-snippet">Complete Vegas GP 2025 recap: McLaren&#x2019;s double disqualification drama, Norris loses 2nd place, Piastri P4 stripped. Rain chaos in&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/formula-one-forever/vegas-gp-2025-rain-chaos-and-mclarens-nightmare-ending-410bcfdebdc6?source=rss-d46d3e292ec8------2">Continue reading on Formula One Forever »</a></p></div>]]></description>
            <link>https://medium.com/formula-one-forever/vegas-gp-2025-rain-chaos-and-mclarens-nightmare-ending-410bcfdebdc6?source=rss-d46d3e292ec8------2</link>
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            <category><![CDATA[f1]]></category>
            <category><![CDATA[entertainment]]></category>
            <category><![CDATA[motorsport]]></category>
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            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Thu, 27 Nov 2025 13:34:06 GMT</pubDate>
            <atom:updated>2025-11-27T13:34:06.834Z</atom:updated>
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            <title><![CDATA[Brazil 2025: Max’s Pit Lane Magic & Championship Chaos]]></title>
            <description><![CDATA[<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/formula-one-forever/brazil-2025-maxs-pit-lane-magic-championship-chaos-7c24b80eee21?source=rss-d46d3e292ec8------2"><img src="https://cdn-images-1.medium.com/max/600/0*Poc4hAe5FwBUafjM" width="600"></a></p><p class="medium-feed-snippet">Brazil GP 2025 full weekend breakdown: Verstappen&#x2019;s legendary comeback drive from pit lane, Norris extends championship lead, Ferrari 2xDNF</p><p class="medium-feed-link"><a href="https://medium.com/formula-one-forever/brazil-2025-maxs-pit-lane-magic-championship-chaos-7c24b80eee21?source=rss-d46d3e292ec8------2">Continue reading on Formula One Forever »</a></p></div>]]></description>
            <link>https://medium.com/formula-one-forever/brazil-2025-maxs-pit-lane-magic-championship-chaos-7c24b80eee21?source=rss-d46d3e292ec8------2</link>
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            <category><![CDATA[motorsport]]></category>
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            <category><![CDATA[são-paulo]]></category>
            <category><![CDATA[f1]]></category>
            <category><![CDATA[formula-1]]></category>
            <dc:creator><![CDATA[Md Affan]]></dc:creator>
            <pubDate>Thu, 13 Nov 2025 17:43:29 GMT</pubDate>
            <atom:updated>2025-11-13T17:43:29.064Z</atom:updated>
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