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PFCon

This is the code repo of PFCon

Folder structure

├── README.md
├── INSTALL.md
├── GPT4_c.py
│
├── authorization
│	├── auto_connect_services.py
│	├── pre_process_service.py
│	├── tools.py
├── dataset
│	├── channel_info_cleaned.txt
│	├── applets_info_60000.txt
│

authorization:

run auto_connect_services.py to authenticate and authorize the connection between services and IFTTT.

dataset:

it contains all functionality artifacts fetched from the homepage of IFTTT, including both service-level and applet-level, please refer to our paper for more details.

Usage

The file GPT4_c.py provides several examples of how to assign tasks to ChatGPT. You need to specify your open API key in the code. Then, you can obtain the task result of the original sentence.

Prompt

Our paper provides a detailed demonstration of the CoT and tutorials of prompts for different tasks.

Paper and usage:

The paper is available at: https://dl.acm.org/doi/10.1145/3589334.3645721

The overflow and usage of PFCon is available at: https://youtu.be/DTUhCvpVxE8