Systems, computer program products, and methods are described herein for implementing cognitive self-healing in knowledge based deep learning models. The present invention is configured to receive, via the real-time resource transmission session, one or more query strings from the user; transform the one or more query strings into one or more multi-dimensional query vectors; electronically retrieve one or more multi-dimensional resource vectors from a resource repository; determine a similarity index between the one or more multi-dimensional query vectors and one or more multi-dimensional resource vectors; determine a first multi-dimensional resource vector associated with at least one of the one or more multi-dimensional resource vectors; rasterize the first multi-dimensional resource vector into one or more grid of pixels to generate a first resource; and display, via the real-time resource transmission session, the first resource.
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