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HEMANT GHUGE

Problem Zeroth, Tech... • 2m

Most people think of RAG (Retrieval-Augmented Generation) as a text-only thing. But when we apply it to images, it unlocks serious potential — especially in safety, retail, and surveillance. I recently explored Vision-RAG using Weaviate + LangChain to enable text-to-image retrieval from large camera datasets. Here’s a simplified breakdown: 🧠 Query: “Show me all images with a broken bumper” 🔍 Weaviate retrieves semantically matched images (via CLIP embeddings) 🖼️ GenAI or Vision models add context, summaries, or auto-tags 💡 Outcome: Faster QA, visual analytics, or even chatbot interfaces for cameras It’s like giving memory and understanding to your visual data. Would love to hear how others are using RAG outside of just documents.

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Saswata Kumar Dash

Buidling FedUp| AI R... • 3m

🚨 Everyone says "RAG is dead" — but I say: It’s just been badly implemented. I’ve worked on AI systems where Retrieval-Augmented Generation (RAG) either changed the game… or completely flopped. Here’s the hard truth 👇 --- 🤯 Most teams mess up

Yogesh Jamdade

..... • 6m

How RAG Gen AI Helps Businesses Retrieval-Augmented Generation (RAG) enhances AI by combining real-time data retrieval with generative models, making it highly effective for businesses. Key Benefits: Better Decision-Making – Provides real-time ins

vamsidhar Reddy

CEO and Founder at E... • 1y

Generative AI tools enable the creation of text and visual content such as images and videos.

1 Reply

Rohit joshi

Dev dev dev • 6m

🚀 New Video Alert! 🎉 We've just released a tutorial on building a Retrieval-Augmented Generation (RAG) application using Ollama and Microsoft's Phi-3 model. Key Points: Ollama:A platform that enables running large language models locally, enhanc

Chetan Bhosale

Software Engineer | ... • 9m

💡 5 Things You Need to Master for learn for integrating AI into your project 1️⃣ Retrieval-Augmented Generation (RAG): Combine search with AI for precise and context-aware outputs. 2️⃣ Vector Databases: Learn how to store and query embeddings for e

3 Replies

Sheikh Ayan

Founder of VistaSec:... • 12d

🎨 Top 20 AI Tools for Graphic Design (2025) 🚀 Boost creativity & save time with these trending AI design tools: 1️⃣ ✨ Adobe Firefly – Smart image generation 2️⃣ 🎨 Canva Magic Studio – AI layouts & editing 3️⃣ 🖌️ Figma AI Assist – Auto design su

Aroneo

| Technologist | ML ... • 6m

In the ever-evolving AI landscape, a new player is making waves — 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

Account Deleted

Hey I am on Medial • 1m

Top Free AI Courses You Can Start Today #2 Agentic AI A B C of Coding to Build AI Agents https://www.analyticsvidhya.com/courses/a-b-c-of-coding-to-build-ai-agents/ Build a Resume Review Agentic System with CrewAI https://www.analyticsvidhya.com/

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AprameyaAI • 1y

Why Visuals Are Best ? 👉 Words get skimmed; visuals get noticed. 👉 Images speak louder than posts. 👉 Your brain processes visuals 60,000 times faster than text. 👉 Memes: The universal language of engagement. 👉 Infographics: Data made digest

Prem Raj

Prem • 10m

My idea is to develop software that detects women objectification in online content using advanced AI techniques. The software would analyze both text and images to identify harmful language, demeaning comments, or sexualized depictions that reduce