{"id":22419078,"url":"https://github.com/en10/chatbot","last_synced_at":"2025-09-03T18:46:31.177Z","repository":{"id":75872090,"uuid":"78883519","full_name":"EN10/chatbot","owner":"EN10","description":"fork of ","archived":false,"fork":false,"pushed_at":"2017-01-19T17:14:11.000Z","size":2853408,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-27T04:32:08.145Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://github.com/llSourcell/tensorflow_chatbot","language":"Python","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/EN10.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":"2017-01-13T20:19:41.000Z","updated_at":"2017-01-15T10:19:47.000Z","dependencies_parsed_at":"2023-02-24T18:15:19.442Z","dependency_job_id":null,"html_url":"https://github.com/EN10/chatbot","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/EN10/chatbot","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EN10%2Fchatbot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EN10%2Fchatbot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EN10%2Fchatbot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EN10%2Fchatbot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EN10","download_url":"https://codeload.github.com/EN10/chatbot/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EN10%2Fchatbot/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273492624,"owners_count":25115598,"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","status":"online","status_checked_at":"2025-09-03T02:00:09.631Z","response_time":76,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-12-05T16:14:05.530Z","updated_at":"2025-09-03T18:46:31.169Z","avatar_url":"https://github.com/EN10.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"#Tensorflow Chatbot\nTensorflow Chatbot Demo by @Sirajology on [Youtube](https://youtu.be/SJDEOWLHYVo)\n\nOverview\n============\nThis is the full code for 'How to Make an Amazing Tensorflow Chatbot Easily' by @Sirajology on [Youtube](https://youtu.be/SJDEOWLHYVo). In this demo code, we implement Tensorflows [Sequence to Sequence](https://www.tensorflow.org/versions/r0.12/tutorials/seq2seq/index.html) model to train a\nchatbot on the [Cornell Movie Dialogue dataset](https://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html). After training for a few hours, the bot is able to hold a fun conversation.\n\n\nDependencies\n============\n* numpy\n* scipy \n* six\n* tensorflow (https://www.tensorflow.org/versions/r0.12/get_started/os_setup.html)\n\nUse [pip](https://pypi.python.org/pypi/pip) to install any missing dependencies\n\n\nUsage\n===========\n\nTo train the bot, edit the `seq2seq.ini` file so that mode is set to train like so\n\n`mode = train`\n\nthen run the code like so\n\n``python execute.py``\n\nTo test the bot during or after training, edit the `seq2seq.ini` file so that mode is set to test like so\n\n`mode = test`\n\nthen run the code like so\n\n``python execute.py``\n\n\nChallenge\n===========\n\nThe challenge for this video is write an entirely different script using [TF Learn](http://tflearn.org/) to generate Lord of the Ring style sentences. Check out this very similar [example](https://github.com/tflearn/tflearn/blob/master/examples/nlp/lstm_generator_shakespeare.py), it uses TF Learn to generate Shakespeare-style sentences. Train your model on Lord of the rings text to do something similar! And play around with the hyperparameters to get a more accurate result. Post your GitHub link in the video comments and I'll judge it! \n\n###Due date: December 8th\n\nAlso see this issue, some people have found this discussion helpful\nhttps://github.com/llSourcell/tensorflow_chatbot/issues/3\n\nCredits\n===========\nCredit for the vast majority of code here goes to [suriyadeepan](https://github.com/suriyadeepan). I've merely created a wrapper to get people started. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fen10%2Fchatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fen10%2Fchatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fen10%2Fchatbot/lists"}