{"id":20020044,"url":"https://github.com/katanaml/katana-assistant","last_synced_at":"2025-05-04T23:32:30.747Z","repository":{"id":36560817,"uuid":"179110442","full_name":"katanaml/katana-assistant","owner":"katanaml","description":"Text based assistant powered by Machine Learning and NLP","archived":false,"fork":false,"pushed_at":"2022-12-09T18:06:30.000Z","size":6252,"stargazers_count":99,"open_issues_count":22,"forks_count":62,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-08T14:12:37.687Z","etag":null,"topics":["javascript","jupyter-notebook","keras","machine-learning","neural-network","python","tensorflow"],"latest_commit_sha":null,"homepage":"http://katanaml.io","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/katanaml.png","metadata":{"files":{"readme":"README.MD","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null},"funding":{"github":["abaranovskis-redsamurai"]}},"created_at":"2019-04-02T15:46:29.000Z","updated_at":"2024-11-02T07:44:04.000Z","dependencies_parsed_at":"2023-01-17T02:45:41.224Z","dependency_job_id":null,"html_url":"https://github.com/katanaml/katana-assistant","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/katanaml%2Fkatana-assistant","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/katanaml%2Fkatana-assistant/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/katanaml%2Fkatana-assistant/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/katanaml%2Fkatana-assistant/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/katanaml","download_url":"https://codeload.github.com/katanaml/katana-assistant/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252414585,"owners_count":21744132,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["javascript","jupyter-notebook","keras","machine-learning","neural-network","python","tensorflow"],"created_at":"2024-11-13T08:29:41.087Z","updated_at":"2025-05-04T23:32:25.679Z","avatar_url":"https://github.com/katanaml.png","language":"JavaScript","funding_links":["https://github.com/sponsors/abaranovskis-redsamurai"],"categories":[],"sub_categories":[],"readme":"# Katana Assistant\n\nMachine Learning based agent, helps to enable business automation.\n\nTechnology: TensorFlow, Keras, Flask, Python, Node.js, JavaScript\n\nAuthor: Katana, Red Samurai Consulting, Andrejus Baranovskis\n\n## Instructions\n\n#### - Machine Learning\n\nInstall TensorFlow\n\n```\npip install tensorflow\n```\n\nInstall Keras\n\n```\npip install keras\n```\n\nModel code is located in mlmodels folder.\n\nSample set of intents is available in the file mlmodels/intents.json. There is pre-built model in mlmodels/katana-assistant-model.pkl. If you want to rebuild model - run Jupyter notebook katana-assistant-model.ipynb\n\nTo start Katana assistant model endpoint in the background process run it with PM2 manager:\n\n```\npm2 start katana-assistant-endpoint.py\n```\n\nThis will start endpoint on port 5001\n\n#### - Node.js Backend\n\nBackend code is located in mlbackend folder.\n\nRun backend with PM2 manager on port 3000:\n\n```\nPORT=3000 pm2 start -l 0 ./bin/www\n```\n\nSocket.IO endpoint will be started on port 8000. Check mlbackend/routes/assistant.js\n\n#### - JavaScript Frontend\n\nFrontend code is located in mlfrontend folder.\n\nUI client is implemented with [Oracle JET](https://www.oracle.com/webfolder/technetwork/jet/index.html). Follow instructions to install Oracle JET.\n\nNavigate to folder mlfrontend/socketiojet and run this command to setup required libraries:\n\n```\nojet restore\n```\n\nRun UI client:\n\n```\nojet --server-port=8010 serve\n```\n\nThis will start frontend on port 8010.\n\n## License\n\nLicensed under the Apache License, Version 2.0. Copyright 2019 Red Samurai Consulting. [Copy of the license](https://github.com/katanaml/katana-assistant/blob/master/LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkatanaml%2Fkatana-assistant","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkatanaml%2Fkatana-assistant","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkatanaml%2Fkatana-assistant/lists"}