Tag: multimodal-rag

AI Research

Google Multimodal RAG and the Risk of Semantic Dilution

Google's Gemini API File Search update introduces native multimodal RAG, merging text and image embeddings into a single semantic space for advanced AI agents.

LLMs

Google Adds Multimodal Support to Gemini API File Search

Google's Gemini API File Search evolves into a native multimodal RAG engine, integrating Gemini Embedding 2 for unified text and visual data retrieval.

AI Research

Google’s Multimodal RAG: File Search Power and Pitfalls

Google's Gemini Embedding 2 unifies text, image, and audio into a single semantic space, revolutionizing multimodal RAG pipelines and reducing engineering overhead.