Stella Framework empowers developers to build robust AI agents that can maintain context, perform tool-assisted actions, and deliver dynamic conversational experiences. By abstracting the complexities of LLM integrations, Stella offers provider-agnostic adapters for OpenAI, Hugging Face, and self-hosted models. Agents can leverage customizable memory stores to recall user data and conversation history, and plugins enable interactions with external APIs, databases, or services. The built-in orchestration engine manages decision loops, while a concise DSL allows defining actions, tool calls, and response handling. Whether creating customer support bots, research assistants, or workflow automators, Stella provides a scalable foundation for deploying production-grade AI agents.

ChatShelf is a browser extension tailored for ChatGPT users, seamlessly integrating your ChatGPT conversations into Notion. This tool enhances your productivity by organizing and managing discussion data, making it easier to retrieve and utilize past interactions. With ChatShelf, you can not only save but also repurpose insights and information from your chats, facilitating effective project management and note-taking.