Top 7 Tools for Building Multimodal AI Applications

Multimodal AI leverages large language models to simultaneously process various data types like text, images, and videos. Key models include OpenAI's CLIP, Meta AI’s ImageBind, DeepMind’s Flamingo, OpenAI’s GPT-4o, Runway’s Gen2, Google’s Gemini, and Anthropic’s Claude 3. These models are applied in tasks ranging from image annotation and caption generation to creating promotional videos and processing long-form data.