Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 161 discussion

B is the correct answer

B provides the easiest, fastest path to a conversational AI with integrated knowledge retrieval.

1. Amazon Bedrock provides fully managed access to foundation models (like Anthropic Claude or Amazon Titan) without needing to train or fine-tune. 2 With RAG, you can connect these models to your knowledge base (e.g., flight schedules, booking policies) to generate accurate, context-aware responses. 3 Bedrock supports agents, which can orchestrate workflows, call APIs (like payment systems), and handle multi-turn conversations—perfect for a chatbot. 4 It’s serverless, scalable, and integrates easily with other AWS services like Lambda, S3, and OpenSearch.

Amazon Bedrock is a fully managed service that offers a choice of high-performing Foundation Models (FMs) and provides capabilities to build generative AI applications with security and privacy. Amazon Bedrock Agents specifically helps you build generative AI applications that can run multi-step tasks across company systems and data sources, simplifying the process of building conversational AI applications.

Amazon Bedrock permite usar LLMs prontos (como Anthropic Claude, AI21, Meta, etc.) sem necessidade de treinar ou ajustar modelos manualmente. A abordagem RAG (Retrieval-Augmented Generation) permite: Integrar os modelos de linguagem com bases de conhecimento externas, como FAQs, documentos, bases de dados de voos, etc. Fornecer respostas precisas e atualizadas com base nos dados da empresa. Reduzir drasticamente o esforço de desenvolvimento, pois não exige ajuste fino, nem infraestrutura para treinar modelos. Com Bedrock + RAG, é possível construir um chatbot poderoso, seguro e conectado aos dados corporativos com mínimo código.