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Multimodal retrieval augmented generation (RAG) is gaining traction as companies explore embedding images and videos alongside text. Experts recommend starting small to evaluate model performance and suitability, particularly in specialized fields like medical imaging, where fine details are crucial. Proper data preparation, including resizing images and integrating retrieval systems, is essential for effective multimodal searches, which are becoming increasingly popular as enterprises seek to leverage diverse data types.
DevRev has raised $100.8 million in Series A funding, achieving a valuation of $1.15 billion, to enhance its mission of transforming customer support and product development through AI-native solutions. The company’s AgentOS platform integrates seamlessly with existing systems, enabling organizations to leverage Knowledge Graphs for improved operational efficiency and customer experience. Founded in 2020 by Dheeraj Pandey and Manoj Agarwal, DevRev aims to connect developers directly with customers, breaking down traditional silos in enterprise software.
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getting started with multimodal retrieval augmented generation for enterprises
02:51 09.11.2024
devrev secures 100.8 million funding to enhance ai-driven customer engagement
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