This product(s) connect plone to a Document Similarity Server http://radimrehurek.com/gensim/simserver.html
What is a document similarity service? Conceptually, a service that lets you : * train a semantic model from a corpus of plain texts (no manual annotation and mark-up needed) * index arbitrary documents using this semantic model * query the index for similar documents (the query can be either an uid of a document already in the index, or an arbitrary text) What is it good for? Digital libraries of (mostly) text documents. More generally, it helps you annotate, organize and navigate documents in a more abstract way, compared to plain keyword search. Why integrate it into plone? The related items is a powerful feature of plone but content managers mostly fail to do it, here simserver comes to the rescue and does it automatically (well not yet, it still has to be invoked manually ;) The plone product consists actually of two products: 1) collective.simserver.core https://github.com/cleder/collective.simserver.core provides the common core functionality like an abstracted call interface, training of the corpus and indexing 2) collective.simserver.related https://github.com/cleder/collective.simserver.related provides a form to query the simserver for similar items and set them as related items. a simserver collection that queries the simmserver for all documents related to this collection (useful for batch tagging with e.g. collective.smartkeywordmanager) Plone communicates with the simserver via HTTP. for the plone products to work you will also need restsims https://github.com/cleder/restsims which is a small pyramid wrapper around simserver itself. WARNING! restsims does not yet do authentication so you do NOT want to USE it on a PUBLIC network BEWARE: there is no documentation yet, hopefully coming soon. But you can always ask ;) Please give me some feedback or maybe someone wants to contribute :) -- Best Regards, Christian Ledermann Nairobi - Kenya Mobile : +254 702978914 <*)))>{ If you save the living environment, the biodiversity that we have left, you will also automatically save the physical environment, too. But If you only save the physical environment, you will ultimately lose both. 1) Don’t drive species to extinction 2) Don’t destroy a habitat that species rely on. 3) Don’t change the climate in ways that will result in the above. }<(((*> _______________________________________________ Product-Developers mailing list [email protected] https://lists.plone.org/mailman/listinfo/plone-product-developers
