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Tailoring foundation models for your business needs: A comprehensive guide to RAG, fine-tuning, and hybrid approaches

Amazon Bedrock, Amazon Bedrock Knowledge Bases, Amazon SageMaker AI, Amazon SageMaker JumpStart, Artificial Intelligence, Foundation models, Intermediate (200), Technical How-to /

Foundation models (FMs) have revolutionised AI capabilities, but adopting them for specific business needs can be challenging. Organizations often struggle with balancing model performance, cost-efficiency, and the need for domain-specific knowledge. This blog post explores three powerful techniques for tailoring FMs to your unique requirements: Retrieval Augmented Generation (RAG), fine-tuning, and a hybrid approach combining […]

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InterVision accelerates AI development using AWS LLM League and Amazon SageMaker AI

Amazon Machine Learning, Amazon SageMaker, Amazon SageMaker AI, Amazon SageMaker JumpStart, Amazon SageMaker Studio, Foundational (100), Partner solutions, Technical How-to, Thought Leadership /

Cities and local governments are continuously seeking ways to enhance their non-emergency services, recognizing that intelligent, scalable contact center solutions play a crucial role in improving citizen experiences. InterVision Systems, LLC (InterVision), an AWS Premier Tier Services Partner and Amazon Connect Service Delivery Partner, has been at the forefront of this transformation, with their contact

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Transform customer engagement with no-code LLM fine-tuning using Amazon SageMaker Canvas and SageMaker JumpStart

Advanced (300), Amazon SageMaker, Amazon SageMaker Canvas, Amazon SageMaker JumpStart, Artificial Intelligence /

Fine-tuning large language models (LLMs) creates tailored customer experiences that align with a brand’s unique voice. Amazon SageMaker Canvas and Amazon SageMaker JumpStart democratize this process, offering no-code solutions and pre-trained models that enable businesses to fine-tune LLMs without deep technical expertise, helping organizations move faster with fewer technical resources. SageMaker Canvas provides an intuitive

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