psi-fusion-insights 2025.12.22075804

psi-fusion-insights extracts structured data from PsiQuantum fusion tech texts, summarizing techniques, benefits, challenges, and uses.

Psi Fusion Insights

Psi Fusion Insights is a Python package designed to extract and structure key insights from technical descriptions about PsiQuantum's fusion-based quantum computation.

Overview

Users input text containing detailed explanations or summaries of PsiQuantum's quantum computing advancements, and the package processes this text to return a standardized, structured output. The structured response includes identified key components such as quantum fusion techniques, computational advantages, technical challenges, and potential applications.

Installation

To install Psi Fusion Insights, run the following command:

pip install psi_fusion_insights

Usage

To use the package, simply call the psi_fusion_insights function with the input text as a string:

from psi_fusion_insights import psi_fusion_insights

user_input = "Your technical description here"
response = psi_fusion_insights(user_input)
print(response)

Alternatively, you can specify a llm instance to use, if not provided, the default ChatLLM7 from langchain_llm7 will be used:

from langchain_llm7 import ChatLLM7
from psi_fusion_insights import psi_fusion_insights

llm = ChatLLM7()
response = psi_fusion_insights(user_input, llm=llm)
print(response)

If you want to use a different LLM, you can pass a langchain instance accordingly, for example:

from langchain_openai import ChatOpenAI
from psi_fusion_insights import psi_fusion_insights

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

Notes

• Psi Fusion Insights uses the ChatLLM7 from langchain_llm7 by default.
• If you want to use a different LLM, simply pass a langchain instance accordingly.
• The default rate limits for LLM7 free tier are sufficient for most use cases of this package. If you want higher rate limits for LLM7, you can pass your own api_key via environment variable LLM7_API_KEY or via passing it directly like psi_fusion_insights(user_input, api_key="your_api_key"). You can get a free API key by registering at https://token.llm7.io/

Author

Eugene Evstafev [e-mail] https://github.com/chigwell

Issues

For issues with the package, please submit a pull request or open an issue at: https://github.com/chigwell/psi-fusion-insights