bedrock-agent is a versatile AI agent framework that integrates with AWS Bedrock’s suite of large language models to orchestrate complex, task-driven workflows. It offers a plugin architecture for registering custom tools, memory modules for context persistence, and a chain-of-thought mechanism for improved reasoning. Through a simple Python API and command-line interface, it enables developers to define agents that can call external services, process documents, generate code, or interact with users via chat. Agents can be configured to automatically select relevant tools based on user prompts and maintain conversational state across sessions. This framework is open-source, extensible, and optimized for rapid prototyping and deployment of AI-powered assistants on local or AWS cloud environments.

YarpBot is an innovative Twitch chatbot designed to provide real-time, dynamic responses using Natural Language Processing. Unlike traditional bots that rely on predefined commands, YarpBot understands user queries intuitively and responds in a conversational manner. It integrates seamlessly as a Twitch extension or operates within chat, enhancing viewer engagement and interaction. Powered by advanced AI, it can handle a wide array of questions, making it a versatile tool for streamers looking to create an interactive experience for their audience.