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Inspect Rich Documents with Gemini Multimodality and Multimodal RAG ️

  • Retrieval-Augmented Generation (RAG) technique improves model responses by retrieving external context during runtime for better accuracy.
  • Gemini, a Google DeepMind model, supports Multimodal RAG through Vertex AI API for generating content based on text, images, PDFs, or videos.
  • Gemini's ability to reason across various modalities makes it ideal for building context-aware systems for tasks like retail recommendation, contract analysis, healthcare assistance, and customer support.
  • Embracing multimodal AI like Gemini is crucial for developers, product owners, and researchers to build applications that understand the world visually, verbally, and contextually.

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