Omniweb export bookmarks11/11/2023 Originally, I only had metadata extractors and various NLP parsers specific to the bio/life sciences, but I felt that was too limiting and began to expand it. This happens for a number of reasons, they publish in different journals, use different terminology, the relationship may not be obvious, etc. For example, a classical geneticist working with yeast can spend their entire career oblivous to the fact that the problem they've been working on has been indirectly solved by a biochemical engineer working in the same building. I work in molecular genetics research, and I've noticed how disconnected subfields within the life sciences can be. Whole thing runs on a dedicated server with two 1070 GTX video cards for the NLP work which is training and re-evaluating constantly as new content pours in. *Forgot to mention the best part: Backend pools these full-text documents, cleans and parses for NLP, then generates meaningful tags, and organizes documents in an auto generated folder hierarchy which is based on word2vec/doc2vec and content clusters. The real pain in the ass is passing the URL itself, consistently, without insisting users use another third party app. Experimenting hooking up Telegram and slack as well to integrate everything for no hassle user-end. Since Dropbox and the webdav are shared between my partners and I, it's a convenient way to build knowledge base. Also hooked up Dropbox to do the same for one click archiving from mobile. I used to, I now use zotero to save whole pages onto webdav, from there bunch of scripts peel the ads off, scrape the text, convert to PDF, store in cms and index for full text search on solr. I use Google Chrome and it syncs bookmarks between my devices. I do occasionally use the browser bookmarks a sort of clipboard or working set, for 5-10 links at a time. ![]() Or sometimes I want to share a useful article explaining some topic with a colleague or friend. Or to review the source to confirm that my memory of it is accurate. When I find myself making a claim in conversation, I really want to be able to access the original source where I learned about the fact, and provide the evidence to back it up. I find this especially useful because it is my habit to collect citations for various facts. It doesn't happen often, but once in a while I will desire to access an article that I read a few months or years later, and I find Pinboard well worth the value for making it possible for me to actually identify the article and retrieve its content regardless of whether the original link is still around. ![]() I frequently save articles that I read so that I can refer to them later. It provides full text search over these articles. With a paid feature called an archival account, Pinboard stores an actual copy of each bookmarked article, kind of like your own private Wayback Machine. I don't use browser bookmarks but I do use bookmarks through pinboard.in:
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