We introduce the BioImage.IO Chatbot, an AI assistant underpinned by Large Language Models and enriched by a community-driven knowledge base and tools. It facilitates customized interactions across a spectrum of user requirements via a flexible extension mechanism, from data retrieval to AI-enhanced analysis. Adhering to open-source values, the chatbot is in constant development with input from the bioimage community, improving its dependability and collaboratively tackling AI-related challenges. This tool streamlines the exploration of the complex bioimage analysis landscape, enabling life sciences to advance by harnessing the collective ingenuity of its community.