{"id":37634026,"url":"https://github.com/krishnasism/the-summary-project","last_synced_at":"2026-01-16T11:00:57.399Z","repository":{"id":49695222,"uuid":"144303267","full_name":"krishnasism/the-summary-project","owner":"krishnasism","description":"Summarise everything(?)","archived":false,"fork":false,"pushed_at":"2022-10-08T20:06:53.000Z","size":7935,"stargazers_count":1,"open_issues_count":3,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2023-03-04T03:53:39.948Z","etag":null,"topics":["machine-learning","nlp","ocr","opencv","python","summarization"],"latest_commit_sha":null,"homepage":"","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/krishnasism.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}},"created_at":"2018-08-10T15:27:31.000Z","updated_at":"2022-09-24T10:07:36.000Z","dependencies_parsed_at":"2023-01-19T16:17:37.233Z","dependency_job_id":null,"html_url":"https://github.com/krishnasism/the-summary-project","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/krishnasism/the-summary-project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/krishnasism%2Fthe-summary-project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/krishnasism%2Fthe-summary-project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/krishnasism%2Fthe-summary-project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/krishnasism%2Fthe-summary-project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/krishnasism","download_url":"https://codeload.github.com/krishnasism/the-summary-project/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/krishnasism%2Fthe-summary-project/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28478106,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-16T06:30:42.265Z","status":"ssl_error","status_checked_at":"2026-01-16T06:30:16.248Z","response_time":107,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["machine-learning","nlp","ocr","opencv","python","summarization"],"created_at":"2026-01-16T11:00:56.845Z","updated_at":"2026-01-16T11:00:57.393Z","avatar_url":"https://github.com/krishnasism.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# The Summary Project\n* Currently live at : http://ec2-54-234-175-23.compute-1.amazonaws.com/ [Only works over HTTP]\n## Summarizer\n\nA webapp which will make it easier for students to gather and learn vital information about a particular topic. The interface will allow the user to look for a topic and then return vital information present about it to the user. The aforementioned ‘vital information’ will be a summary that will be generated by a novel machine learning based summarizing algorithm, which will be easy to learn by the user due to the short length and the presence of less redundant information. Thus, allowing the user to understand a topic in a shorter time span, allowing him to retain the information more effectively, and allow the user to focus more on more tasks at hand.\n\n## About the Algorithm\nThe algorithm is a novel cluster based summarization tool that was conceived as a part of a research project. The paper was presented at the IEMIS 2018, organized by the School of Information Technology (Ashram Campus), a unit of Institute of Engineering \u0026 Management, Kolkata.\n\n### Running - Docker\nUpdate: We have a Dockerfile now! You can simply run it using the following command:\n```\ndocker compose up --build\n```\nThe app can be accessed at localhost:8000\n\n- --\n### Installing - Local\n \n### Prerequisites\nBrowse to the cloned directory.\n\n```\ncd the-summary-project\n```\nrequirements.txt lists all the dependencies that need to get the project up and running on your local server\n```\npip install -r requirements.txt\n```\ninstall remaining modules\n```\npip install lxml\npython -m nltk.downloader punkt\npython -m nltk.downloader stopwords\n```\n\n### Running - Local\nRun the app\n```\npython manage.py runserver\n```\n```\nSystem check identified no issues (0 silenced).\nAugust 25, 2018 - 22:27:13\nDjango version 2.0.5, using settings 'Summary.settings'\nStarting development server at http://127.0.0.1:8000/\nQuit the server with CTRL-BREAK.\n```\n\nIf it runs properly, you will see the page on the local server IP that was assigned in the aforementioned step.\n![summm](https://user-images.githubusercontent.com/21293324/44620713-da03da80-a8b6-11e8-8daf-844311183831.png)\n- --\n### Known issues\nYou might face an Import Error.\nThis is caused by -\u003e ImportError(\"cannot import name 'murmurhash3_32'\",)\n\nTo resolve this, simply execute this command\n```\npip install -U scikit-learn\n```\n\n## Authors\n\n* **Krishnasis Mandal**\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkrishnasism%2Fthe-summary-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkrishnasism%2Fthe-summary-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkrishnasism%2Fthe-summary-project/lists"}