prettyprompt

Assez rapide

Outils simples pour de meilleures invites.

Installation

pip install prettyprompt

Usage

Renifler les mauvaises intentions

 from prettyprompt import sniffers

# will this SQL statement write to my database?
sniffers . is_sql_write_statement ( user_supplied_sql )

# is this a prompt injection attempt? ask ChatGPT
# (needs an OpenAI API key)
sniffers . is_prompt_injection ( prompt , strategy = "LLM" )

# uses spaCy to indicate the imperative-ness of a string
# needs a trained pipeline e.g. `python -m spacy download en_core_web_sm`
sniffers . is_imperative ( prompt )

Entrée de conversion

 from prettyprompt import converters

# convert scraped HTML into plain text, maintaining some structure
converters . html_to_text ( scraped_html )

# splits text into meaningful chunks, using GPT-3.5
converters . chunker ( long_text , max_words_per_chunk , min_words_per_chunk )

Entrée de nettoyage

 from prettyprompt import cleaners

# remove tags from HTML
cleaners . remove_tags ( html )

# normalise spaces
cleaners . normalise_spaces ( text )

# swap common 'smart' characters with ASCII equivalents
cleaners . simplify_text ( text )

Tests

• pip install pytest pytest-mock
• pytest

FAIRE

• Injection rapide