One of the main challenges in building generative AI applications is complex cloud setup and the need for deep AI expertise. Generative AI Application Builder on AWS simplifies this process, helping you develop, test, and deploy AI applications without extensive AI knowledge. This solution speeds up your AI development by easily incorporating your business data, comparing the performance of large language models (LLMs), running multi-step tasks through AI Agents, quickly building extensible applications, and deploying them with enterprise-grade architecture. Generative AI Application Builder comes with a ready-to-use generative AI chatbot and API that can be quickly integrated into your business processes or applications.
This solution includes integrations with Amazon Bedrock and its LLMs in addition to LLMs deployed on Amazon SageMaker. It uses Amazon Bedrock tools for Retrieval Augmented Generation (RAG) to enhance AI responses, Amazon Bedrock Guardrails to implement safeguards and reduce hallucinations, and Amazon Bedrock Agents to create workflows for complex tasks. You can also connect to other AI models using LangChain or AWS Lambda. Start with the simple, no-code wizard to build AI applications for conversational search, AI-generated chatbots, text generation, and text summarization.
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