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auto_securegpt

https://github.com/iv-lop/auto_securegpt

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 6 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.7%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: iv-lop
  • License: mit
  • Language: Python
  • Default Branch: main
  • Size: 408 KB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created about 2 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation

README.md

Auto-SecureGPT

Auto-SecureGPT is a library that helps automate Stanford's SecureGPT instance for research related tasks.

Installation

Auto-SecureGPT can be installed with pip: bash git clone https://github.com/iv-lop/auto_securegpt.git cd auto_securegpt conda create -n auto_sgpt python=3.10.13 conda activate auto_sgpt pip install -e .

Instructions

Example usage: python autobot/run_auto_securegpt.py \ --test \ --test_sample_size 3 \ --input_data_path "~/llm_data/my_data.csv" \ --prompt_column_name "my_prompt" \ --output_column_name "gpt4_output" \ --terms_to_avoid 'As an AI language model, As a language model, As a language AI model' \ --disclaimer_statement "I am going to give you a prompt. You don't need a file to perform the task. Just read the prompt and perform the task and don't give me any extra explanation." \ --min_output_word_count 40 \ --save_filename "gpt-4_{timestamp}_{prompt_filename}" \ --save_folder_path "~/llm_data/gpt_outputs" \ --max_chat_dialogs 5 \ --input_text_lag_time 15 \ --generation_sleep_timer 50 \ --max_data_loading_retries 10 \ --retry_data_loading_wait_time 5 \ --website_email_input "myemail@stanford.edu"

Setting up the initial GPT environment using the SecureGPT UI requires your input. Make sure your screen looks like this before pressing '1' during the Chrome WebDriver setup stage of this script:

Input data should be a CSV file where every row is a prompt sent to SecureGPT: | noteid | myprompt | |---------|----------------------------------------------------| | 1 | polish this text: "The patient was hospitalized on … | | 2 | polish this text: "The patient was hospitalized for … | | 3 | polish this text: "The patient was admitted after … |

Citing Auto-SecureGPT

DOI

APA Style: Lopez, I. (2024). Auto-SecureGPT (Version 0.1.0) [Computer software]. https://doi.org/10.5281/zenodo.11649165

BibTeX Entry: @software{Lopez_Auto-SecureGPT_2024, author = {Lopez, Ivan}, title = {Auto-SecureGPT}, month = jun, year = 2024, version = {0.1.0}, doi = {10.5281/zenodo.11649165}, url = {https://github.com/iv-lop/auto_securegpt} }

Owner

  • Name: Ivan Lopez
  • Login: iv-lop
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software in your research, please cite it as below."
authors:
- family-names: "Lopez"
  given-names: "Ivan"
  orcid: "https://orcid.org/0000-0003-0246-2180"
title: "Auto-SecureGPT"
version: 0.1.0
doi: 10.5281/zenodo.11649165
date-released: 2024-06-13
url: "https://github.com/iv-lop/auto_securegpt"

GitHub Events

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Dependencies

setup.py pypi
  • pandas *
  • pyperclip *
  • pytz *
  • selenium *
  • webdriver_manager *