{"id":28452641,"url":"https://github.com/livehelperchat/faq-deeppavlov","last_synced_at":"2025-06-27T23:31:45.120Z","repository":{"id":150580259,"uuid":"319617664","full_name":"LiveHelperChat/faq-deeppavlov","owner":"LiveHelperChat","description":"FAQ bot using  DeepPavlov","archived":false,"fork":false,"pushed_at":"2020-12-09T06:54:34.000Z","size":6,"stargazers_count":2,"open_issues_count":0,"forks_count":4,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-06-19T17:51:23.244Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Dockerfile","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/LiveHelperChat.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2020-12-08T11:27:20.000Z","updated_at":"2025-02-21T17:11:06.000Z","dependencies_parsed_at":null,"dependency_job_id":"f3f1ae77-39c3-4aaf-ab7e-9cc041700563","html_url":"https://github.com/LiveHelperChat/faq-deeppavlov","commit_stats":{"total_commits":4,"total_committers":1,"mean_commits":4.0,"dds":0.0,"last_synced_commit":"7b22016e5cfda6882230a0b2023c37b88a6ebda1"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/LiveHelperChat/faq-deeppavlov","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LiveHelperChat%2Ffaq-deeppavlov","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LiveHelperChat%2Ffaq-deeppavlov/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LiveHelperChat%2Ffaq-deeppavlov/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LiveHelperChat%2Ffaq-deeppavlov/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LiveHelperChat","download_url":"https://codeload.github.com/LiveHelperChat/faq-deeppavlov/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LiveHelperChat%2Ffaq-deeppavlov/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262351545,"owners_count":23297633,"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":[],"created_at":"2025-06-06T18:12:10.639Z","updated_at":"2025-06-27T23:31:45.030Z","avatar_url":"https://github.com/LiveHelperChat.png","language":"Dockerfile","funding_links":[],"categories":[],"sub_categories":[],"readme":"FAQ Bot powered by DeepPavlov. Live Helper Chat [configuration example](https://doc.livehelperchat.com/docs/bot/deeppavlov-faq)\n\nBuild image with trained your data.\n\nYou should edit `Dockerfiles/deep/train/file.csv` with your data before building an image.\n\n```shell\ndocker-compose -f docker-compose.yml build\ndocker-compose -f docker-compose.yml up\n```\n\nRun as service once it's build\n\n```shell\ndocker-compose -f docker-compose.yml up -d\n```\n\nTesting\n\n```\ncurl -X POST \"http://localhost:5000/model\" -H \"accept: application/json\" -H \"Content-Type: application/json\" -d \"{\\\"q\\\":[\\\"how old are you?\\\"]}\"\n```\n\nResponse if you did not change train data\n\n```json\n[[[\"very young?.\"],[0.0023965203802132793,0.0011658039174728067,0.0008657494625574156,0.0005414606203846541,0.0007059206448602602,0.0008255833104981557,0.0005902784679946099,0.0027601158497330015,0.0007642232438947259,0.0004863716305588563,0.0003268471415419398,0.0014544600835888503,0.0004896593450576205,0.9866270059016439],[13]]]\n```\n\nManual setup example.\n\n```shell\nsource ./env/bin/activate\npip install deeppavlov\npip install --upgrade pip\npip install tensorflow\n\n# Adjust these commands to your env\npython -m deeppavlov download ./tfidf_logreg_en_faq.json\npython -m deeppavlov install ./tfidf_logreg_en_faq.json\npython -m deeppavlov train ./tfidf_logreg_en_faq.json\npython -m deeppavlov riseapi ./tfidf_logreg_en_faq.json\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flivehelperchat%2Ffaq-deeppavlov","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flivehelperchat%2Ffaq-deeppavlov","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flivehelperchat%2Ffaq-deeppavlov/lists"}