AhaChat

ChatbotX is an open-source agentic chat marketing platform that connects businesses with customers across Messenger, WhatsApp, Instagram, Telegram, Webchat, and more. Customers constantly send photos, voice messages, and questions that traditional text-based bots cannot fully handle. We integrated Meta Model API (Muse) and SAM 3.1 into ChatbotX's visual flow builder and AI Agents, enabling businesses to handle these interactions without writing code. They can identify products in customer photos, understand images, transcribe voice messages, extract structured data, and generate intelligent responses with AI Agents. Through our public API and MCP server, both developers and end users can also interact with ChatbotX, manage workflows, and execute actions directly through their AI Agents or IDEs. Source code - Muse provider, image generation and editing, speech-to-text: https://github.com/ChatbotXIO/ChatbotX/pull/1586 - Segment Image with SAM 3.1: https://github.com/ChatbotXIO/ChatbotX/pull/1611