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survey-it [Proof of Concept]

Survey-it is a tool that extracts actionable insights from text and validates them with data derived from surveys. It crafts targeted questions and leverages a reference database alongside AI-generated synthetic response estimations to enrich understanding and support findings with empirical evidence.

Installation

conda create --name survey-it -c conda-forge python=3.11
conda activate survey-it
pip install -r requirements.txt

Example Notebook

Proof of Concept

Semantic Search over Survey Questions DB

sarcasm

Using a Causal Experiment Simulator

sarcasm