**Tạo demo RAG multimodal hóa Qwen3-VL (text + hình ảnh), locally operational**
Demo này áp dụng Qwen3-VL-GGUF xử lý tìm kiếm đồng taille mellem giữa văn bản và hình ảnh. Triển khai bằng Gradio, cho phép điều chỉnh kích thước chunk, Top-K hoặc thay thế mô hình.
#RAG #Qwen3VL #Trích nhịp dữ liệu đa phương #AI #Máy học
*Link GitHub: [GitHub link](https://github.com/NexaAI/nexa-sdk/tree/main/demos/RAG-Qwen3VL)*

https://www.reddit.com/r/LocalLLaMA/comments/1o9agkl/local_multimodal_rag_with_qw

New nails, by Oh, Darling Nottingham 😍

#NailArt #NewNails #AcrylicNails #Dermatillomania #Trichotillomania #Derma #Trich #ADHD #Autistic #AuDHD

I’m still processing a lot from my sister yesterday, but I forgot to share my new nails. It’s a crystal skull on the middle finger. And hearts because it’s new Heartstopper next week.

#AcrylicNails #NailArt #Skulls #Hearts #BrightColours #Sprinkles #Dermatillomania #Trichotillomania #SkinPicking #HairPulling #Trich #DermatillomaniaTips #DermatillomaniaHelps

Nobody ever tells people this but if a person catches an std like Trich or herpes, this weakens their immune system.

Also covid can weaponise herpes and make it deadly.

*The results are for the rest of life*

Use protection folks. Save yourselves.

#std #trich #herpes #covid #sexualhealth