9. Automatic Reasoning and Tool use

Automatic Reasoning and Tool use

Automatic Reasoning and Tool use involves instructing language models to perform logical reasoning or use specific tools to solve problems, enabling them to demonstrate practical problem-solving skills.

• Example: Prompting a model with “Solve this math problem” or “Use a virtual tool to design a simple illustration.”

15 different types of Automatic Reasoning and Tool-use prompts for Chat GPT

1. Medical Diagnosis Assistant: “Given the patient’s symptoms and medical history, provide a probable diagnosis along with recommended treatment options.”
2. Financial Portfolio Optimizer: “Based on the investor’s risk tolerance and financial goals, recommend an optimal allocation strategy for their investment portfolio.”
3. Code Debugger: “Identify and fix errors in the provided code snippet, and provide an explanation of the debugging process.”
4. Legal Document Generator: “Generate a legally binding contract tailored to the specifications provided, including clauses for terms and conditions, liabilities, and obligations.”
5. Recipe Recommendation Engine: “Suggest personalized recipes based on dietary preferences, ingredient availability, and desired cuisine type.”
6. Language Translation Assistant: “Translate the given text from English to Spanish while preserving the original meaning and context.”
7. Customer Service Chatbot: “Respond to customer inquiries and resolve issues related to product troubleshooting, billing inquiries, or account management.”
8. Project Management Tool Integration: “Integrate task updates from various project management tools (e.g., Trello, Asana) and provide a summary of project progress and next steps.”
9. Resume Builder: “Generate a professional resume tailored to the user’s skills, work experience, and career objectives.”
10. Virtual Tutor: “Provide step-by-step explanations and practice problems to help students understand and master complex mathematical concepts.”
11. AI-driven Personal Assistant: “Assist users with scheduling appointments, setting reminders, and managing daily tasks using natural language commands.”
12. Travel Planner: “Recommend personalized travel itineraries based on budget, destination preferences, and desired activities.”
13. Data Analysis Tool: “Analyze the provided dataset and generate insights, trends, and visualizations to aid decision-making in business or research.”
14. Code Autocomplete: “Automatically suggest code snippets and completions based on the context and programming language being used.”
15. Symptom Checker: “Assess the user’s symptoms and provide recommendations for further medical evaluation or treatment options.”