research tools
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Streamline Overleaf Citations with citeAgent
Read Full Article: Streamline Overleaf Citations with citeAgent
CiteAgent is an open-source tool designed to streamline the process of managing citations in Overleaf by integrating the Gemini API with the Semantic Scholar API. This tool addresses the common frustration of interrupting the writing flow to search for and manually input citation data. By allowing users to describe their citation needs or analyze their current context in Overleaf, it automatically finds relevant papers and generates the necessary BibTeX entries. This innovative solution transforms the writing experience into a more seamless and efficient process, akin to having a co-pilot, and is available for anyone engaged in academic writing. Sharing this tool can significantly enhance productivity and ease the citation management process for researchers and writers.
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Emergent Attractor Framework: Streamlit App Launch
Read Full Article: Emergent Attractor Framework: Streamlit App Launch![[Project] Emergent Attractor Framework – now a Streamlit app for alignment & entropy research](https://www.tweakedgeek.com/wp-content/uploads/2026/01/featured-article-8289-300x171.png)
The Emergent Attractor Framework, now available as a Streamlit app, offers a novel approach to alignment and entropy research. This tool allows users to engage with complex concepts through an interactive platform, facilitating a deeper understanding of how systems self-organize and reach equilibrium states. By providing a space for community interaction, the app encourages collaborative exploration and discussion, making it a valuable resource for researchers and enthusiasts alike. This matters because it democratizes access to advanced research tools, fostering innovation and collaboration in the study of dynamic systems.