16. Multimodal CoT

Multimodal CoT

Multimodal CoT (Chain of Thought) prompting extends the concept of CoT to incorporate multimodal inputs, such as images or videos, allowing language models to generate responses based on both textual and visual cues.

• Example: Providing a language model with a picture of a cat and asking it to describe what the cat is doing or how it feels, integrating visual information into its response generation process.

15 different types of Multimodal CoT (Chain of Thought) prompting scenarios with each serving a different real-life purpose

1. Education Assistant: Present an image of a math problem and ask, “Can you solve this equation and explain the steps involved?”
2. Travel Guide: Show a picture of a landmark and inquire, “Can you provide information about this landmark, including its history and significance?”
3. Recipe Recommendation: Display an image of a dish and request, “Based on this picture, can you suggest a recipe and list the ingredients needed?”
4. Fashion Advisor: Share a photo of an outfit and ask, “What occasions would this outfit be suitable for, and how would you accessorize it?”
5. Art Critique: Present an image of a painting and inquire, “Can you analyze this artwork, discussing its style, themes, and techniques used?”
6. Home Decor Consultant: Show a picture of a room and request, “How would you suggest decorating this space to maximize comfort and functionality?”
7. Fitness Coach: Display an image of an exercise and ask, “Can you provide instructions for performing this workout and recommend modifications for beginners?”
8. Gardening Tips: Share a photo of a plant and inquire, “What care tips would you offer for this plant, including watering schedule and sunlight requirements?”
9. Film Critic: Present a movie poster and request, “Can you review this film, discussing its plot, acting performances, and overall impact?”
10. Pet Care Advisor: Show a picture of a pet and ask, “What are some essential care tips for this type of animal, including diet, grooming, and exercise?”
11. Environmental Awareness: Display an image of a polluted area and inquire, “How can individuals contribute to cleaning up and preserving the environment in this location?”
12. DIY Project Guide: Share a photo of a woodworking project and request, “Can you provide step-by-step instructions for building this project and recommend suitable materials?”
13. Language Learning Aid: Present an image related to a language lesson and ask, “How can learners practice speaking, listening, and writing skills using this topic?”
14. Culinary Exploration: Display a picture of an exotic fruit and inquire, “What are some unique recipes or dishes that feature this fruit as a key ingredient?”
15. Historical Analysis: Show a photo of a historical artifact and ask, “Can you provide insights into the significance of this artifact in its historical context?”