{"id":27248862,"url":"https://github.com/bakdata/conversational-search-bot","last_synced_at":"2025-04-10T23:48:19.931Z","repository":{"id":41972966,"uuid":"347083751","full_name":"bakdata/conversational-search-bot","owner":"bakdata","description":"Conversational search bot for book and movie recommendations","archived":false,"fork":false,"pushed_at":"2022-04-21T08:55:52.000Z","size":39,"stargazers_count":15,"open_issues_count":0,"forks_count":4,"subscribers_count":12,"default_branch":"main","last_synced_at":"2025-04-10T23:48:15.505Z","etag":null,"topics":["bot","elasticsearch","nlp","rasa"],"latest_commit_sha":null,"homepage":"https://medium.com/bakdata/conversational-search-in-knowledge-bases-using-nlp-nlu-and-chatbots-d84f74c09396","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bakdata.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-03-12T13:56:40.000Z","updated_at":"2024-02-06T11:16:00.000Z","dependencies_parsed_at":"2022-08-12T01:01:13.345Z","dependency_job_id":null,"html_url":"https://github.com/bakdata/conversational-search-bot","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/bakdata%2Fconversational-search-bot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bakdata%2Fconversational-search-bot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bakdata%2Fconversational-search-bot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bakdata%2Fconversational-search-bot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bakdata","download_url":"https://codeload.github.com/bakdata/conversational-search-bot/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248317725,"owners_count":21083528,"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":["bot","elasticsearch","nlp","rasa"],"created_at":"2025-04-10T23:48:19.295Z","updated_at":"2025-04-10T23:48:19.917Z","avatar_url":"https://github.com/bakdata.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Conversational Search Bot\n\nThis is the code repo for a conversational search bot for book and movie recommendations. \nIt enables natural language queries against Elasticsearch.\n\nRead the accompanying blogpost [here](https://medium.com/bakdata/conversational-search-in-knowledge-bases-using-nlp-nlu-and-chatbots-d84f74c09396).\n\n## Useful commands\n\nTrain model\n\n`rasa train`\n\nTo use Spacy models\n\n```\npip install spacy\npython -m spacy download en_core_web_md\npython -m spacy link en_core_web_md en\n```\n\nRun action server locally\n\n`rasa run actions`\n\nRun action server from PyCharm\n\n- New Python run configuration\n- Module name: `rasa_sdk`\n- Parameters: `--actions actions`\n- ENV vars `ES_HOST`, `ES_USERNAME`, `ES_PASSWORD` must be set\n\nRun rasa shell\n\n`rasa shell` or `rasa shell nlu`\n\nRun tests\n\n`rasa test`\n\nRun cross validation\n\n`rasa test nlu --nlu data/nlu.yml --cross-validation`\n\nBuild Docker image\n\n`docker build . -t rasa-bot`\n\n`docker tag rasa-bot:latest rasa-bot:0.0.1`\n\nAdd rasa helm repo\n\n`helm repo add rasa-x https://rasahq.github.io/rasa-x-helm`\n\nInstall on local Kubernetes\n\n`helm install --namespace rasa --values ./values.yaml rasa-demo rasa-x/rasa-x`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbakdata%2Fconversational-search-bot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbakdata%2Fconversational-search-bot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbakdata%2Fconversational-search-bot/lists"}