Introduction ============ This section provides an overview of pyserpZotero, including its purpose, main features, and how it integrates with SerpAPI, Zotero, and various academic repositories to automate the management of scholarly literature. **Purpose** The aim of pyserpZotero is to automate the following tasks: - cleaning mangled LaTex in citations (the mangling can come from upstream issues or the exportation and importation of citation data across formats) - collection of citations - search, download, and attachment of free PDFs to citations - upload of PDFs to Zotero **Strategy** SerpAPI is leveraged to provide stable access to search results without IP throttling. As a freemium service it can be used for up to 100 searches per month at no cost. **Possible Future Improvements** - proxy support as an alternative to SerpAPI - support for other citation managers