vpnfeedbacker 2025.12.21102332

A new package that simplifies and structures user feedback or descriptions about VPN sign-up experiences. It takes text input from users describing their sign-up process with a VPN service, such as ea

VPNFeedbacker

Simplify and structure user feedback about VPN sign-up experiences with this package.

Overview

VPNFeedbacker takes text input from users describing their sign-up process with a VPN service and returns a structured output categorizing the feedback into key aspects like simplicity, speed, and user satisfaction.

Installation

pip install vpnfeedbacker

Usage

from vpnfeedbacker import vpnfeedbacker

response = vpnfeedbacker(user_input)

Or with a custom LLModel instance (based on langchain):

from langchain_openai import ChatOpenAI
from vpnfeedbacker import vpnfeedbacker

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

Parameters

• user_input: str, the user input text to process
• llm: Optional[BaseChatModel], the langchain LLm instance to use. If not provided, the default ChatLLM7 will be used.
• api_key: Optional[str], the API key for LLM7. If not provided, it defaults to None or the value of the LLM7_API_KEY environment variable.

Defaults

By default, the package uses the ChatLLM7 instance from langchain_llm7.

Custom LLMs

You can use other LLMs from langchain by passing your own LLm instance, e.g. OpenAI, Anthropic, Google Generative AI:

from langchain_openai import ChatOpenAI
from vpnfeedbacker import vpnfeedbacker

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

or

from langchain_anthropic import ChatAnthropic
from vpnfeedbacker import vpnfeedbacker

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

or

from langchain_google_genai import ChatGoogleGenerativeAI
from vpnfeedbacker import vpnfeedbacker

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

LLM7 Rate Limits

The default rate limits for LLM7 free tier are sufficient for most use cases of this package. If you need higher rate limits, you can pass your own API key via environment variable LLM7_API_KEY or directly like vpnfeedbacker(user_input, api_key="your_api_key"). Get a free API key at https://token.llm7.io/.

Contributing

Open issues and pull requests are welcome at https://github.com/chigwell/vpnfeedbacker.

Author

Eugene Evstafev [e-mail]