{"id":22415889,"url":"https://github.com/afauzulh/generative-chatbot-lstm","last_synced_at":"2026-05-08T13:43:17.920Z","repository":{"id":260022298,"uuid":"517891582","full_name":"AFauzulh/generative-chatbot-LSTM","owner":"AFauzulh","description":"Open Domain Generative Chatbot using Sequence-to-sequence LSTM","archived":false,"fork":false,"pushed_at":"2024-10-29T08:31:50.000Z","size":2793,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-01T09:28:22.063Z","etag":null,"topics":["chatbot","deep-learning","docker","pytorch","sequence-to-sequence"],"latest_commit_sha":null,"homepage":"","language":"CSS","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/AFauzulh.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-07-26T02:52:06.000Z","updated_at":"2024-10-29T08:31:53.000Z","dependencies_parsed_at":"2025-02-01T09:36:28.312Z","dependency_job_id":null,"html_url":"https://github.com/AFauzulh/generative-chatbot-LSTM","commit_stats":null,"previous_names":["afauzulh/generative-chatbot-lstm"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AFauzulh%2Fgenerative-chatbot-LSTM","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AFauzulh%2Fgenerative-chatbot-LSTM/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AFauzulh%2Fgenerative-chatbot-LSTM/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AFauzulh%2Fgenerative-chatbot-LSTM/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AFauzulh","download_url":"https://codeload.github.com/AFauzulh/generative-chatbot-LSTM/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245779486,"owners_count":20670688,"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":["chatbot","deep-learning","docker","pytorch","sequence-to-sequence"],"created_at":"2024-12-05T15:14:01.005Z","updated_at":"2026-05-08T13:43:12.896Z","avatar_url":"https://github.com/AFauzulh.png","language":"CSS","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Open-domain Generative-based Chatbot using Deep Learning and Sequence-to-sequence LSTM\n\n- Model : Encoder-Decoder with Unidirectional LSTM\n- Maximum Length : 15\n- Hyperparameter:\n    * Tuning method: Sequential\n    * Embedding Dimension : 1536\n    * Batch Size : 512\n    * Hidden Dim LSTM : 512\n    * Learning Rate : 0.001\n \n## Deployment\n\nTo deploy this project run\n\n### Step 1 : Build Docker Image\n```bash\n  docker build -t chatbot-app .\n```\n\n### Step 2 : Run Docker Container\n```bash\n  docker run -d --restart always --name chatbot-app -p 5000:5000 chatbot-app\n```\n\nTo stop and delete the container run\n```bash\n  docker stop chatbot-app \u0026\u0026 docker rm chatbot-app\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fafauzulh%2Fgenerative-chatbot-lstm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fafauzulh%2Fgenerative-chatbot-lstm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fafauzulh%2Fgenerative-chatbot-lstm/lists"}