Chipper is a fully open-source React component library designed to simplify the creation of conversational interfaces powered by large language models. It offers real-time streaming of AI responses, built-in context and history management, support for multiple agents in a single chat, file attachments, and theme customization. Developers can integrate any LLM backend via simple props, extend with plugins, and style using CSS-in-JS for seamless branding and responsive layouts.

Crayon empowers developers to build autonomous AI agents in JavaScript/Node.js that can call external APIs, maintain conversation history, plan multi-step tasks, and handle asynchronous processes. At its core, Crayon implements a planning-execution loop that breaks down high-level goals into discrete actions, integrates with custom toolkits, and utilizes memory modules to store and recall information across sessions. The framework supports multiple memory backends, plugin-based tool integration, and comprehensive logging for debugging. Developers can configure agent behavior through prompts and YAML-based pipelines, enabling complex workflows like data scraping, report generation, and interactive chatbots. Crayon's architecture promotes extensibility, allowing teams to integrate domain-specific tools and tailor agents to unique business requirements.