Unlike many of the popular generative toolsets that are still in their infancy, many of the toolsets below have been developed over periods of several years. These toolsets are often developed by non-profit research/programming organizations with the goals of accelerating research methods for things like systematic reviews, visualization, and even generative summaries. Each of the toolsets below is free to use and sets a precedent for being some of the most transparent developments in research-focused AIs.