Building AI Excellence: Harnessing AWS Bedrock & Langchain for Advanced Chatbots

Are you ready to dive into the world of AI and how to build your very own Generative AI Chatbot?

This talk introduces you to Amazon Bedrock, a managed LLM service designed to simplify your AI experience. We’ll explore Bedrock’s core features, including access to a variety of pre-trained models and the ability to seamlessly fine-tune them with your company’s specific needs.
We’ll also delve into Langchain, a fascinating framework that integrates memory, multiple indexes, and retrievers to build powerful chains of reasoning. This opens the door to innovative workflows like RAG (Retrieval-Augmented Generation), where the LLM can access and use relevant information to create even better responses.
We’ll explore strategies for building efficient workflows, review a real world architecture, and wrap up with a live demo showcasing the capabilities of IpponGPT, a powerful assistant built with the Bedrock.