ParlAI is a research framework for sharing, training and testing dialogue models on open-domain chitchat, task-oriented dialogue, and visual question answering tasks. It provides unified access to over 100 popular datasets through a consistent API, allowing researchers to benchmark models and experiment with various dialogue configurations. The framework supports both image and text-based conversational tasks.