The official filtro python package.
Project description
filtro-python
The official Python API package for filtro.ai. Empowering your applications with AI, while safeguarding sensitive data across all third-party models, in just a few lines of Python code.
⚙️ Install
pip install filtro
🗣️ Usage
from filtro import mask, clear
masked, mapping = mask(
"Hi my name is Giovanni, I work at Google. What's up?"
) # Hi my name is Maria, I work at Marvel. What's up?
from langchain.llms import OpenAI
llm = OpenAI(temperature=0.9)
response = llm(masked) # Hi Maria! Im fine. Yourself?
cleared = clear(response, mapping) # Hi Giovanni! Im fine. Yourself?
🥽 Examples
The standard discussion
Hi my name is Gianmarco Rengucci! I am a software engineer at Apple, here in Milan. Whats up?
+[filtro.ai] Hi my name is Terri Clark! I am a manager at Google, here in Singapore. Whats up?
-[chat.openai.com] Hey there Terri! Doing great. Curious to learn more about Google. Tell me more!
+[filtro.ai] Hey there Gianmarco! Doing great. Curious to learn more about Apple. Tell me more!
The email and credit cards credentials
Card number is 1234 5678 9012 3456. You can reach out to richard@gmail.com for questions 🤗
+[filtro.ai] Card number is 6546410405081471.. You can reach out to teresabrooks@example.org for questions 🍖
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