Arka Probha Roy
@roy_probha
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main fundamentals: http requests (get/post) html/dom selectors handling cookies/sessions proxies + headers (so u donโt get insta blocked)
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basic โ itโs just code that fetch a site page nd pick the info u want (title, price, table, etc).
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as a self taught dev i always asked โ what even is web scrapping ? nd why ppl hype it so much
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Most AI image generators are useless for serious businesses. You get โcoolโ looking outputs, but none of it actually carries your brand identity. We decided to fix that.
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The solution we built: โ High-fidelity graphics tied to your brand (identity + domain) โ Long input fields โ because quality doesnโt come from shortcuts โ Templates โ reuse designs, scale carousels and campaigns instantly Itโs not just another AI image generator.
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The problem: โ Developers canโt show off their work with branded visuals โ Businesses end up posting generic AI images that donโt โfeelโ like them โ Designers waste hours recreating the same layouts (carousels, campaigns, etc.) We kept seeing this pattern over and over.
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What impression does the illustration create? Just a voice agent ?
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Iโm cutting the foods now ๐
๐ช โ cooking soon. Stay tuned for this kind of automation magic ๐ช๐ธ #LangChain #AI #ComputerVision #BuildInPublic
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๐ Instead of processing the entire image at once: 1๏ธโฃ Define the area of interest (coords / bounding box) 2๏ธโฃ AI analyzes that zone first 3๏ธโฃ Then uses full image for extra context This makes results sharper & reduces distractions.
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LangChain isnโt just for chatbots โ itโs a framework for AI reasoning. In this build: It handles tool integration (image loading, encoding) Orchestrates calls to Gemini 2.0 Flash Lets me inject โview pointerโ logic before analysis
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๐ผ๏ธ Just built an AI image recognition tool with โFocus Zonesโ using LangChain. Now you can tell the AI exactly which part of the image to look at first. No more wasting tokens on background noise. ๐ #LangChain #AI #ComputerVision #BuildInPublic
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Step-by-step flow: Collect lead info โ name, email, company, website, industry Scrape company site โ using our own HuggingFace web scraper instance Generate company-specific docs (our works, proof, pitch) Generate platform-wise cold emails Auto-send it. Repeat. No BS.
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We just built a complete mailing automation stack โ end to end. Not selling anything. No code drop. Just sharing the logic to kill procrastination and BUILD in public. Hereโs how it works ๐#AItools
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I'm already testing it inside: โ ๐ n8n flows โ ๐ง Memory-backed bots โ ๐ ๏ธ Multi-step LLM chains โ ๐ค Automation with Redis & Upstash Feels like a big leap. Might be temporary access โ so move fast. ๐
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๐จ BREAKING: GPT-5 โ aka Horizon (Beta) โ just dropped on OpenRouter, and you can use it right now for free. No waitlist. No tokens. Just raw AI power. Model: openrouter/horizon Platform: https://t.co/SxbKMkGBsZ ๐
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I'm already testing it inside: โ ๐ n8n flows โ ๐ง Memory-backed bots โ ๐ ๏ธ Multi-step LLM chains โ ๐ค Automation with Redis & Upstash Feels like a big leap. Might be temporary access โ so move fast. ๐
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