{"id":22919583,"url":"https://github.com/justdvnsh/dbot","last_synced_at":"2025-04-01T13:26:21.808Z","repository":{"id":100326565,"uuid":"162115941","full_name":"justdvnsh/Dbot","owner":"justdvnsh","description":"My chatbot","archived":false,"fork":false,"pushed_at":"2019-01-21T14:35:39.000Z","size":9743,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-07T08:31:17.359Z","etag":null,"topics":["chatbot","dbot","decoder","deep-learning","deep-neural-networks","encoder","encoder-decoder-model","gru","lstm","machine-learning","machine-learning-algorithms","rnn","rnn-tensorflow","seq2seq"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/justdvnsh.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":"2018-12-17T10:49:04.000Z","updated_at":"2019-01-21T14:38:41.000Z","dependencies_parsed_at":"2023-03-05T20:45:41.084Z","dependency_job_id":null,"html_url":"https://github.com/justdvnsh/Dbot","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/justdvnsh%2FDbot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justdvnsh%2FDbot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justdvnsh%2FDbot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/justdvnsh%2FDbot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/justdvnsh","download_url":"https://codeload.github.com/justdvnsh/Dbot/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246645911,"owners_count":20811045,"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","dbot","decoder","deep-learning","deep-neural-networks","encoder","encoder-decoder-model","gru","lstm","machine-learning","machine-learning-algorithms","rnn","rnn-tensorflow","seq2seq"],"created_at":"2024-12-14T07:12:31.619Z","updated_at":"2025-04-01T13:26:21.785Z","avatar_url":"https://github.com/justdvnsh.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DBot\n\nMy personal chatbot. The website where you can try the chatbot will be released quite soon, as the model is made, where you can talk to the chatbot . \nDon't expect a chatbot as complicated as Assistant or Siri, yet it is a powerful chatbot, you can surely have a good time chatting with. Also, this \nchatbot is trained on movie dialouges , so expect quite filmy dialogues .\n\n# Current Progress\n\nSince I am in need of a personal GPU, I have been training the models on the free GPU sessions on Kaggle and colab. Now , since the free sessions have limits\nI could not train the model on massive datasets, but I managed to train the models on 1000 sentences of the [CORNELL-MOVIE-DATASET](https://www.kaggle.com/) dataset,\nsince it contains both the text and summary. I also tried the model to run on the BBC news dataset, but , unfortunately the free session could not manage the massive size of the dataset.\nThus I trained the model for 10 epochs , using the GRU cell and seq2seq with attention mechanism . So, being said that , these are the results I have got.\n\n```python\nwhile True:\n    question = input(\"You: \")\n    if question.lower() == 'goodbye':\n        break\n    else:\n        result = answer(question, \n                        encoder, \n                        decoder, \n                        inp_lang, \n                        targ_lang, \n                        max_length_inp, \n                        max_length_targ)  \n    print('Chatbot: ', result)\n```\n\n    You: how are you?\n    Chatbot:  it doesn t tell me about back i was it back when it . \u003cend\u003e \n    You: what's your name again ?\n    Chatbot:  okay . what just worlds n . . . maybe you know you are eddie . \u003cend\u003e \n    You: okay, so you are eddie\n    Chatbot:  oh , eddie . \u003cend\u003e \n    You: hi\n    Chatbot:  tamina could know ! i supposed to doin me done , sweetheart ? \u003cend\u003e \n    You: is your name cameron ?\n    Chatbot:  i ride for , just for your son , we questioned you wanna have , tabloids chosen for a good . like his get . i used out with me wrong . not s a hell , too . and by your america . \u003cend\u003e \n    You: how do you get your hair to look like that ?\n    Chatbot:  again . \u003cend\u003e \n    You: yes\n    Chatbot:  does . rights stupid ways run sinned . \u003cend\u003e \n    You: how do you get your hair like that ?\n    Chatbot:  william son . i thought \u003cend\u003e \n    You: goodbye\n    \n\t\n# How you can help ?\n\nI am completely estatic , that you have thought of helping me. If you wish to do so, kindly find me and my kernels on KAGGLE, at [https://kaggle.com/justdvnsh](https://kaggle.com/justdvnsh)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustdvnsh%2Fdbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjustdvnsh%2Fdbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjustdvnsh%2Fdbot/lists"}