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Text Embeddings for ClowdFlows

Project description

#cf_text_embeddings

![TextEmbeddingsClowdFlowsWorkflow](clowdflows_workflow.png)

Thisisa[ClowdFlows3.0](https://github.com/xflows/clowdflows-backend)packagewhichcontainswidgetsforword,sentenceanddocumentembeddings. See[Widgets](https://github.com/xflows/cf_text_embeddings/wiki/Widgets)tolearnmoreabouttheincludedembeddingsmodels.

##Installation Installthispackagebyrunning:pipinstallcf_text_embeddings. ToenableitintheClowdFlowsBackend,editthe`local_settings.py`filelikeshownbelow: ` PACKAGE_TREE=[ { "name":"TextEmbeddings", "packages":['cf_text_embeddings'], "order":1 } ] ` Thenrun`./manage.pyimport_packagecf_text_embeddings`fromtheClowdFlowsBackenddirectorytoimportwidgetsintotheplatform.

Afterpackageinstallation,youneedtodownloadthemodels.

##Downloadthemodels TheTextEmbeddingspackagesupportsmodelsformultiplelanguages. Tolistavailablelanguages:

`python-mcf_text_embeddings.downloader-l`

Todownloadallthemodels:

`python-mcf_text_embeddings.downloader-dall`

Youcanalsodownloadthemodelsforaspecificlanguage.Forexample,todownloadEnglishmodels:

`python-mcf_text_embeddings.downloader-den`.

##Usage See[Usage](https://github.com/xflows/cf_text_embeddings/wiki/Usage)and[Widgets](https://github.com/xflows/cf_text_embeddings/wiki/Widgets)wikis.

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