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Paranoid analysis of iMessage chats with OpenAI, LlamaIndex & DuckDB

Can I safely combine my local personal data with a public large language model to understand my texting behaviour?

A project combining natural language and generative AI models to explore my private data without sharing (too much of) my personal life with the robots.

Blog & notebook

You should also read the blog and jump over to notebook for the detailed steps.

Setup virtual python environment

Create a virtual python environment to keep dependencies separate. The venv module is the preferred way to create and manage virtual environments.

python3 -m venv .venv

Before you can start installing or using packages in your virtual environment you’ll need to activate it.

source .venv/bin/activate
pip install --upgrade pip
pip install -r requirements.txt

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Paranoid analysis of iMessage chats with OpenAI, LlamaIndex & DuckDB

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