13. Program Aided Language Models

Program Aided Language Models

Program aided language models are equipped with additional programming or scripting capabilities, allowing them to execute specific tasks or operations based on instructions provided in the prompt.

• Example: Prompting a language model with a Python code snippet and instructing it to execute the code and provide the output as part of its response.

15 different type of Program aided language models prompts

1. Code Execution Assistance:
   • “Please write a Python function that takes two numbers as input and returns their sum.”
2. Math Problem Solver:
   • “Solve the following equation: 2x + 5 = 15.”
3. Data Analysis Support:
   • “Generate a summary report based on the sales data for the past month, including total revenue, average sales per day, and top-selling products.”
4. Text Processing Tool:
   • “Given a text document, extract all the unique words and their frequencies.”
5. Automated Email Generator:
   • “Compose an email to inform clients about a product update, including details about the changes and instructions for implementation.”
6. File Management Assistant:
   • “Organize the files in the ‘Documents’ folder by creating subfolders based on file types (e.g., images, documents, spreadsheets).”
7. Language Translator Script:
   • “Write a script to translate a text document from English to French using the Google Translate API.”
8. Web Scraping Script:
   • “Develop a script to extract product information from an e-commerce website and store it in a structured format.”
9. Social Media Scheduler:
   • “Create a program to schedule and automatically post updates on social media platforms at specific times.”
10. Task Automation Script:
    • “Write a script to automate repetitive tasks, such as renaming files or resizing images, to improve workflow efficiency.”
11. Data Cleaning Tool:
    • “Design a script to clean and preprocess a dataset by removing duplicates, handling missing values, and standardizing formats.”
12. Customer Support Bot Configuration:
    • “Configure the responses and decision-making logic for a customer support chatbot to handle common inquiries and escalate complex issues.”
13. Financial Analysis Script:
    • “Develop a script to analyze stock market data and generate insights, such as trends, volatility, and potential investment opportunities.”
14. Healthcare Data Processing Tool:
    • “Build a tool to process and analyze patient medical records, including diagnosis codes, treatment history, and demographic information.”
15. Image Recognition Algorithm:
    • “Implement an algorithm to recognize objects in images and provide a list of identified objects along with confidence scores.”