AIBrokers provides a unified interface for managing and executing workflows that involve multiple AI agents and models. It allows developers to define brokers that oversee task distribution, selecting the most suitable model—such as GPT-4 for language tasks or a vision model for image analysis—based on customizable routing rules. ConversationManager supports context awareness by storing and retrieving past dialogues, while the MemoryStore module offers persistent state handling across sessions. PluginManager enables seamless integration of external APIs or custom functions, extending the broker’s capabilities. With built-in logging, monitoring hooks, and customizable error handling, AIBrokers simplifies the development and deployment of complex AI-driven applications in production environments.

Hanabi REST is an innovative platform that enables developers to create REST APIs using natural language inputs and screenshots. It simplifies the process of building, deploying, and managing APIs, integrating AI for natural language processing. Users can deploy these APIs on Cloudflare Workers, ensuring rapid global rollout and scalability. Hanabi REST is designed to streamline backend development, making it accessible even for those with limited coding expertise.