Author(s): sridhar sampath Originally published on Towards AI. 🚀 Beyond Text: Building Multimodal RAG Systems with Cohere and Gemini TL;DR Traditional RAG fails on visual data. This project uses Cohere’s multimodal embeddings + Gemini 2.5 Flash to build a RAG system that …

Author(s): sridhar sampath Originally published on Towards AI. Exploring GraphRAG: Smarter AI Knowledge Retrieval with Neo4j & LLMs Traditional AI models struggle with retrieving structured knowledge efficiently. Large Language Models (LLMs) rely on text-based data, often leading to hallucinations, fragmented context, and …