Project Ideas Chat
COT & FEW SHOT PROMPT
This prompt leverages Chain of Thought (CoT) and Few-Shot Learning to generate project ideas tailored to grade level and available materials. Developed as part of the MIT AI course, it demonstrates how to structure a prompt for consistent formatting, aligning projects with grade-appropriate learning concepts.
Example: As a teacher, enter a grade level and the materials you have on hand (e.g., ‘3rd grade, yarn, paper, glue, popsicle sticks’), and receive creative, educational craft project suggestions.”
This chatbot demonstrates how it can provide tailored solutions to specific challenges using logical, step-by-step thinking. In this example, the chatbot helps teacher generate classroom crafts based on available materials while ensuring the activities were grade-appropriate and educationally meaningful.
Key Features of the Approach:
By leveraging logical prompts and real-world constraints, this chatbot can be adapted to a range of applications—whether in education, sales, or creative problem-solving.
01.
- The chatbot followed a logical process:
- Identify the audience (3rd-grade students).
- Use only the materials on hand (paper, glue, yarn, Popsicle sticks).
- Ensure the activities include clear learning concepts.
02.
- While this example is for teachers, the same method can apply to online sales:
- Prompts can identify a customer’s needs and recommend solutions.
- Include links to required items, related training, or resources for successful implementation.
03.
- Sales Training: Generate ideas for programs tailored to a company’s products.
- Customer Relations: Offer real-time suggestions for handling difficult customer interactions.
- Idea Generation: Assist marketers, educators, or business owners in brainstorming tailored strategies.