noun-verb 2025.12.21234620

noun-verb is a package that reframes self-concept from fixed labels (nouns) to dynamic actions (verbs).

noun-verb

A Python package that helps users reframe their self-perception from static identity labels (nouns) to dynamic actions and processes (verbs). It uses structured LLM interactions to process user-provided text reflections and returns a transformed perspective that emphasizes growth, change, and agency.

Installation

pip install noun_verb

Usage

Import and use the noun_verb function to process user input:

from noun_verb import noun_verb

user_input = "I am a shy person."
result = noun_verb(user_input)
print(result)

Parameters

• user_input (str): The user input text to process.
• llm (Optional[BaseChatModel]): A LangChain LLM instance. If not provided, the default ChatLLM7 is used.
• api_key (Optional[str]): API key for LLM7. If not provided, the environment variable LLM7_API_KEY is used.

Using a Custom LLM

You can use any LangChain-compatible LLM by passing it to the llm parameter:

OpenAI Example

from langchain_openai import ChatOpenAI
from noun_verb import noun_verb

llm = ChatOpenAI()
response = noun_verb(user_input, llm=llm)

Anthropic Example

from langchain_anthropic import ChatAnthropic
from noun_verb import noun_verb

llm = ChatAnthropic()
response = noun_verb(user_input, llm=llm)

Google Generative AI Example

from langchain_google_genai import ChatGoogleGenerativeAI
from noun_verb import noun_verb

llm = ChatGoogleGenerativeAI()
response = noun_verb(user_input, llm=llm)

Using a Custom API Key for LLM7

To use your own LLM7 API key:

from noun_verb import noun_verb

response = noun_verb(user_input, api_key="your_api_key_here")

Or set the environment variable:

export LLM7_API_KEY="your_api_key_here"

You can get a free API key by registering at https://token.llm7.io/.

Default LLM

By default, the package uses ChatLLM7 from the langchain_llm7 package (available at PyPI). The free tier rate limits are sufficient for most use cases.

Contributing

If you encounter any issues or have suggestions, please open an issue on GitHub.

Author

Eugene Evstafev
Email: [e-mail]
GitHub: chigwell