AWS Bedrock for Conversational AI & GenAI

Authors: Satish Yerram

DOI: https://doi.org/10.37082/IJIRMPS.v13.i5.232783

Short DOI: https://doi.org/

Country: United States

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Abstract: The rapid rise of generative AI has created new opportunities for building advanced conversational systems that feel natural, intelligent, and context-aware. Amazon Web Services (AWS) has introduced Amazon Bedrock, a fully managed service that gives developers access to foundation models (FMs) without requiring them to manage the complexities of infrastructure, GPU clusters, or large-scale training pipelines. Bedrock supports a range of third-party and AWS-native models, including Anthropic’s Claude, Meta’s Llama, Stability AI’s image models, Cohere’s embeddings, and Amazon Titan. This diverse ecosystem enables enterprises to choose the right model for their needs, whether it be conversational chatbots, semantic search, or multimodal AI. When paired with Amazon Lex, Bedrock becomes a powerful platform for building intelligent conversational AI that combines structured natural language understanding (NLU) with the creativity and flexibility of generative AI. Together, they allow enterprises to scale secure, cost-effective, and human-like digital assistants.

Keywords: Generative AI, LLMs, Large Language Models, Llama, ChatBot.

Paper Id: 232783

Published On: 2025-10-10

Published In: Volume 13, Issue 5, September-October 2025

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