Problem Zeroth, Tech...ย โขย 6m
Most people think of RAG (Retrieval-Augmented Generation) as a text-only thing. But when we apply it to images, it unlocks serious potential โ especially in safety, retail, and surveillance. I recently explored Vision-RAG using Weaviate + LangChain to enable text-to-image retrieval from large camera datasets. Hereโs a simplified breakdown: ๐ง Query: โShow me all images with a broken bumperโ ๐ Weaviate retrieves semantically matched images (via CLIP embeddings) ๐ผ๏ธ GenAI or Vision models add context, summaries, or auto-tags ๐ก Outcome: Faster QA, visual analytics, or even chatbot interfaces for cameras Itโs like giving memory and understanding to your visual data. Would love to hear how others are using RAG outside of just documents.
Founder of VistaSec:...ย โขย 5m
๐จ Top 20 AI Tools for Graphic Design (2025) ๐ Boost creativity & save time with these trending AI design tools: 1๏ธโฃ โจ Adobe Firefly โ Smart image generation 2๏ธโฃ ๐จ Canva Magic Studio โ AI layouts & editing 3๏ธโฃ ๐๏ธ Figma AI Assist โ Auto design su
See MoreFounder | Agentic AI...ย โขย 9d
6 Chunking Methods for RAG you should know. Iโve explained it in a simple, step by step way. ๐ช๐ต๐ฎ๐ ๐ถ๐ ๐๐ต๐๐ป๐ธ๐ถ๐ป๐ด? 1. Chunking means splitting large documents into smaller pieces. 2. Helps LLMs search and understand data better. 3. Essent
See More
| Technologist | ML ...ย โขย 11m
In the ever-evolving AI landscape, a new player is making waves โ Deepseek. While OpenAI, Google DeepMind, and Meta AI have been dominant forces, Deepseek is emerging as a formidable contender in the AI race.The recent buzz around Deepseek stems from
See MoreFounder | Agentic AI...ย โขย 11d
7 database types used in modern AI systems. Iโve explained each one in simple steps. 1. ๐ฉ๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐ฎ๐๐ฎ๐ฏ๐ฎ๐๐ฒ๐ โข ๐ ๐ฎ๐ถ๐ป ๐ฃ๐๐ฟ๐ฝ๐ผ๐๐ฒ: Store embeddings so AI can search by meaning. โข ๐๐ผ๐ ๐ถ๐ ๐๐ผ๐ฟ๐ธ๐: Text/images โ vectors โ neare
See More
Hey I am on Medialย โขย 1m
Excited to share my latest project! โI am working on a project titled "Intelligent Vision-Driven Document Assistant with Agentic RAG." โThe goal is to transform static, unstructured PDFs (like financial reports) into interactive knowledge assets. In
See MoreDownload the medial app to read full posts, comements and news.