{"id":24539645,"url":"https://github.com/codeasarjun/rewordify","last_synced_at":"2025-03-16T04:42:24.716Z","repository":{"id":224193526,"uuid":"762679392","full_name":"codeasarjun/Rewordify","owner":"codeasarjun","description":"You will get other sentences for provided inputs","archived":false,"fork":false,"pushed_at":"2024-03-03T08:23:40.000Z","size":415,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-22T17:15:04.096Z","etag":null,"topics":["api","end-to-end-machine-learning","end-to-end-project","nltk","nltk-python","paraphrase-generation","python","rest-api","tf-idf-vectorizer"],"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/codeasarjun.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}},"created_at":"2024-02-24T11:42:46.000Z","updated_at":"2024-08-31T04:52:39.000Z","dependencies_parsed_at":"2024-03-03T09:27:44.331Z","dependency_job_id":"a2401f4b-a654-4cbb-a21a-0a34ea3d40b2","html_url":"https://github.com/codeasarjun/Rewordify","commit_stats":null,"previous_names":["codeasarjun/paraphraser-","codeasarjun/rewordify"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeasarjun%2FRewordify","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeasarjun%2FRewordify/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeasarjun%2FRewordify/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/codeasarjun%2FRewordify/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/codeasarjun","download_url":"https://codeload.github.com/codeasarjun/Rewordify/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243826785,"owners_count":20354220,"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":["api","end-to-end-machine-learning","end-to-end-project","nltk","nltk-python","paraphrase-generation","python","rest-api","tf-idf-vectorizer"],"created_at":"2025-01-22T17:15:12.259Z","updated_at":"2025-03-16T04:42:24.689Z","avatar_url":"https://github.com/codeasarjun.png","language":"Python","readme":"## Rewordify : Rephrasing Web Application 📝🔄\u003cbr\u003e\n# Overview\u003cbr\u003e\nThe Sentence Rephrasing Web Application is a Flask-based web application designed to provide users with the ability to input a sentence and choose a rephrasing style. The application uses the NLTK library for basic synonym replacement, offering four rephrasing styles: Simple English, Academic English, Fluency, and Technical English.\n\n\n# Implementation Details\u003cbr\u003e\n\nText Processing: Input text is tokenized to individual words, and synonyms are identified using NLTK's WordNet corpus or pre-trained word embeddings models. 📝➡️🔤🔄\u003cbr\u003e\nParaphrase Styles: Different styles of paraphrasing are implemented by adjusting synonym selection criteria. For example, simple paraphrasing selects basic synonyms, while academic paraphrasing prioritizes formal language. 🎨🔄📚\u003cbr\u003e\n\n# Features\u003cbr\u003e\n•\tWeb Interface: Users can interact with the application through a simple web interface.\u003cbr\u003e\n•\tSynonym Replacement: The application utilizes the NLTK library to replace words in the input sentence with their synonyms based on the selected rephrasing style.\u003cbr\u003e\n•\tRephrasing Styles:\u003cbr\u003e\n•\tSimple English: Uses basic synonyms suitable for simple language.\u003cbr\u003e\n•\tAcademic English: Focuses on more formal and academic synonyms.\u003cbr\u003e\n•\tFluency: Allows for a mix of synonyms to enhance language fluency.\u003cbr\u003e\n•\tTechnical English: Utilizes technical synonyms for a more specialized vocabulary.\u003cbr\u003e\n# Dependencies\u003cbr\u003e\n•\tFlask: Web framework for Python.\u003cbr\u003e\n•\tNLTK: Natural Language Toolkit for language processing.\u003cbr\u003e\n# Usage\u003cbr\u003e\n1.\tInstall dependencies: pip install Flask nltk  \u003cbr\u003e\n2.\tRun the Flask application: python app.py\u003cbr\u003e\n3.\tAccess the application in a web browser at http://127.0.0.1:5000/.\u003cbr\u003e\n4.\tEnter a sentence, choose a rephrasing style, and click the \"Rephrase\" button.\u003cbr\u003e\n# Future Enhancements\u003cbr\u003e\n•\tExplore additional language processing libraries or algorithms for more advanced rephrasing capabilities.\u003cbr\u003e\n•\tImplement user authentication and storage for rephrased sentences.\u003cbr\u003e\n•\tEnhance the user interface for improved user experience.\u003cbr\u003e\n# Notes •\tEnsure that the NLTK data is downloaded before running the application.\n\n\n\n\n\n\n## output \n\n\u003cimg src=\"https://github.com/codeasarjun/paraphraser-/blob/main/img/rephrase1.png\"\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodeasarjun%2Frewordify","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodeasarjun%2Frewordify","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodeasarjun%2Frewordify/lists"}