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The Virtual Try-On Outfit Assistant is an AI-powered system that enhances online fashion experiences by allowing users to upload images, receive intelligent clothing recommendations, and visualize outfits virtually. Built using deep learning models and a responsive Streamlit interface, this project combines computer vision with personalized fashion technology.
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My AI assistant runs all day. The expensive model only does the thinking.
Most requests need no AI at all. "Call me in 30 minutes" is handled by plain code. Reminders, schedules and limits are code too.
Short tasks like sorting and scoring go to fast models on a free tier.
The big model only gets planning and long conversations, where it actually has to think.
If it hits a limit, a backup model answers instead of the app going silent.
If your AI app's bill keeps growing, check what really needs the big model.
What does your app send to the most expensive model?
Same pattern holds in outbound tooling. Filtering, dedupe and enrichment lookups are plain code. The model only writes the first line once the row is already verified. Cuts cost and the weird outputs.
An AI content bot for IspFlow. It writes posts from live product numbers and Nigerian/Kenyan trends, designs X cards and TikTok videos in five rotating looks from a library of real app screens, adds voice, captions and sound, and sends each draft to Telegram for one-tap approval. It learns from what gets approved or skipped.
I'd separate a timing skip from a content rejection in that learning loop. Does Telegram capture why a draft was skipped, so an otherwise good format doesn't get penalized just because it wasn't the right day to publish?
🏙️ Dubai Real Estate Website Concept 🇦🇪
Built by Smart Dev Solutions
English + Arabic (RTL)
Property Search & Filters
WhatsApp Integration
Booking Forms
AI Voice Agent Integration
Your real estate business deserves more than just a website. It deserves a digital experience that builds trust and attracts potential clients.
📩 Need a website for your business? DM us!
هل تحتاج إلى موقع عقاري احترافي في دبي؟ تواصل معنا!
#DubaiRealEstate #WebDevelopment #AI #SmartDevSolutions
English + Arabic RTL with WhatsApp is a strong combination for Dubai. Does the voice agent handle Arabic callers too, or English only for now?