What it does
Unlock valuable data insights from both text and images with Freeze Frame, an AI-powered chatbot featuring advanced graph analysis; built with Snowflake's brand new foundation model: Snowflake Arctic! Arctic was released on April 24, 2024 and is completely open-source. :)
This essential AI tool seamlessly analyzes textual queries and graphical data, transforming data interaction and decision-making for businesses and simplifying the extraction of valuable information for researchers.
Inspiration
The inspiration for Freeze Frame came from my Parallel Programming class, where I create lots of performance graphs. So I want to challenge myself to build an AI tool using Snowflake Arctic to provide deeper insights from these graphs.
Challenges & Solutions
The challenge was that the model is text-input only. I found a solution using Tesseract OCR engine to extract text from images and OpenCV for image processing and line detection. This combination provides the additional textual context needed for Snowflake Arctic to perform full analysis.
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