{"id":19783888,"url":"https://github.com/luluw8071/content-filtering","last_synced_at":"2025-10-26T12:33:03.975Z","repository":{"id":206498055,"uuid":"716976868","full_name":"LuluW8071/Content-Filtering","owner":"LuluW8071","description":"Movie Recommendation using Content Filtering (Cosine Similarity) with Flask web application","archived":false,"fork":false,"pushed_at":"2023-11-22T12:49:38.000Z","size":20668,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-11T02:47:50.391Z","etag":null,"topics":["algolia-api","bagofwords","content-based-recommendation","cosine-similarity","flask-application","movie-recommendation","stemming-porters","tmbd-api","vectorization"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/LuluW8071.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-11-10T09:26:02.000Z","updated_at":"2024-04-02T09:52:55.000Z","dependencies_parsed_at":"2023-11-22T13:44:41.095Z","dependency_job_id":"a0782e25-830b-4dc7-bbd8-6c195e9979bd","html_url":"https://github.com/LuluW8071/Content-Filtering","commit_stats":null,"previous_names":["luluw8071/content-filtering"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LuluW8071%2FContent-Filtering","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LuluW8071%2FContent-Filtering/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LuluW8071%2FContent-Filtering/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LuluW8071%2FContent-Filtering/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LuluW8071","download_url":"https://codeload.github.com/LuluW8071/Content-Filtering/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241116750,"owners_count":19912439,"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":["algolia-api","bagofwords","content-based-recommendation","cosine-similarity","flask-application","movie-recommendation","stemming-porters","tmbd-api","vectorization"],"created_at":"2024-11-12T06:09:32.100Z","updated_at":"2025-10-26T12:32:58.944Z","avatar_url":"https://github.com/LuluW8071.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Movie Recommendation\n\u003cdiv style=\"text-align: center;\"\u003e\n  \u003cimg src=\"static/demo.gif\" alt=\"Demo GIF\"\u003e\n\u003c/div\u003e\n\u003chr\u003e\n\n#### Dependencies\nTo install the required Python packages you can use the following command:\n\n```bash\npip install -r requirements.txt\n```\n\n- Run `model.ipynb` \u0026 `dataset.ipynb`\n- Edit `api.py`\n  - Create an account at \u003ca href='https://www.algolia.com/users/sign_in'\u003eAlgolia\u003c/a\u003e\n  - Create your index and upload records of `movies_dataset.csv`\n  - Create an account at  \u003ca href='https://developer.themoviedb.org/reference/intro/authentication#api-key-quick-start'\u003eTMDb\u003c/a\u003e\n  - Get your API and edit on api.py\n  \u003cp align=\"center\"\u003e\n    \u003cimg src=\"static/tmdb_api.png\" alt=\"\"\u003e\n    \u003cimg src=\"static/algolia-search.png\" alt=\"\"\u003e\n  \u003c/p\u003e\n\n  ```\n  # TMDB API Key Auth\n  TMDB_API_KEY = '_______________' \n\n  # Algolia API Search\n\n  ALGOLIA_APP_ID = '____________'\n  ALGOLIA_API_KEY = '______________________'\n  ALGOLIA_INDEX_NAME = '_______________________'\n  ```\n  *Note: \u003c/br\u003eRun ```py api.py``` with Test Cases 1 \u0026 2 to check request*\n  \u003c/br\u003e\n- Run `app.py`\n  To run the app.py, load the dependecies requirements, edit `api.py` and use the following command:\n  \n  ```\n  py app.py\n  ```\n✨ Enjoy the demo\n\u003chr\u003e\nFeel free to send issues if you face any problem. \u003c/br\u003e\n✨ Don't forget to star the repo :)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fluluw8071%2Fcontent-filtering","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fluluw8071%2Fcontent-filtering","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fluluw8071%2Fcontent-filtering/lists"}