{"id":15105286,"url":"https://github.com/neerajjv/true-source","last_synced_at":"2026-02-02T09:14:40.698Z","repository":{"id":256805826,"uuid":"856488164","full_name":"Neerajjv/True-Source","owner":"Neerajjv","description":"True-Source","archived":false,"fork":false,"pushed_at":"2024-09-17T16:15:05.000Z","size":11922,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-25T11:11:22.499Z","etag":null,"topics":["flask","python"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/Neerajjv.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":"2024-09-12T16:54:58.000Z","updated_at":"2024-09-17T16:15:08.000Z","dependencies_parsed_at":"2024-09-16T09:34:34.711Z","dependency_job_id":null,"html_url":"https://github.com/Neerajjv/True-Source","commit_stats":null,"previous_names":["neerajjv/true-source"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Neerajjv%2FTrue-Source","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Neerajjv%2FTrue-Source/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Neerajjv%2FTrue-Source/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Neerajjv%2FTrue-Source/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Neerajjv","download_url":"https://codeload.github.com/Neerajjv/True-Source/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245989805,"owners_count":20705907,"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":["flask","python"],"created_at":"2024-09-25T20:22:51.005Z","updated_at":"2026-02-02T09:14:40.668Z","avatar_url":"https://github.com/Neerajjv.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# True-Source\n\n## Overview\n\n**True-Source** is a sophisticated platform designed to help educators and institutions assess the originality of student assignments. The application performs comprehensive plagiarism checks by comparing submitted texts against a vast array of online sources and detecting both direct copying and paraphrasing. It also identifies AI-generated content, ensuring academic integrity and originality.\n![image](https://github.com/user-attachments/assets/88dca7c6-92b6-44ef-9d50-e69030966726)\n\n## Features\n\n- **Plagiarism Detection:** Identifies exact matches and paraphrased content by comparing submitted assignments with online sources.\n- **AI Content Detection:** Flags content that may have been generated by AI, helping to differentiate between human and machine-generated text.\n- **Comprehensive Web Search:** Utilizes Google Custom Search Engine (CSE) for a broad comparison against online content.\n- **User-friendly Interface:** Provides a streamlined and intuitive interface for both students and educators to interact with the platform.\n- **Detailed Reports:** Generates reports highlighting copied sections, potential sources, and overall similarity percentages.\n\n## Installation\n\n### Prerequisites\n\n- **Python 3.x:** Ensure Python 3.x is installed on your system.\n- **API Keys:** Obtain Google Custom Search Engine (CSE) API key and search engine ID.\n\n### Steps\n\n1. **Clone the Repository:**\n\n   ```bash\n   git clone https://github.com/Neerajjv/True-Source.git\n2. **Navigate to the Project Directory:**\n   ```bash\n   cd True-Source\n3. **Install Dependencies:**\n   ```bash\n   pip install -r requirements.txt\n4. **Configure Google CSE:\n\n   Go to the Google Custom Search Engine (CSE) and create a new search engine.\n\n   Obtain your API key and search engine ID.\n\n   Add these credentials to the .env file:**\n   ```bash\n   {\n   \"api_key\": \"YOUR_API_KEY\",\n   \"search_engine_id\": \"YOUR_SEARCH_ENGINE_ID\"\n    }\n4. **Configure Google CSE:\n\n   Go to the Google Custom Search Engine (CSE) and create a new search engine.\n\n   Obtain your API key and search engine ID.\n\n   Add these credentials to the .env file:**\n   ```bash\n   {\n   \"api_key\": \"YOUR_API_KEY\",\n   \"search_engine_id\": \"YOUR_SEARCH_ENGINE_ID\"\n    }\n  **USAGE :**\n  ```bash\n        python main.py\n        python pdf.py\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneerajjv%2Ftrue-source","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneerajjv%2Ftrue-source","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneerajjv%2Ftrue-source/lists"}