{"id":21180958,"url":"https://github.com/connectaman/darpg-hackathon","last_synced_at":"2025-10-14T04:13:15.443Z","repository":{"id":227859456,"uuid":"755872273","full_name":"connectaman/DARPG-Hackathon","owner":"connectaman","description":"Building Chatbot to resolve common queries related to Public Grievances as part of DARPG-Hackathon","archived":false,"fork":false,"pushed_at":"2024-02-14T03:34:48.000Z","size":57903,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-14T04:13:14.539Z","etag":null,"topics":["artificial-intelligence","chatbot","cpgrams","darp-hackathon","generative-ai","government","india","machine-learning","python"],"latest_commit_sha":null,"homepage":"https://event.data.gov.in/event/online-hackathon-on-data-driven-innovation-for-citizen-grievance-redressal/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/connectaman.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,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-02-11T10:45:34.000Z","updated_at":"2025-09-11T08:54:43.000Z","dependencies_parsed_at":"2024-03-15T14:40:00.422Z","dependency_job_id":null,"html_url":"https://github.com/connectaman/DARPG-Hackathon","commit_stats":null,"previous_names":["connectaman/darpg-hackathon"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/connectaman/DARPG-Hackathon","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/connectaman%2FDARPG-Hackathon","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/connectaman%2FDARPG-Hackathon/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/connectaman%2FDARPG-Hackathon/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/connectaman%2FDARPG-Hackathon/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/connectaman","download_url":"https://codeload.github.com/connectaman/DARPG-Hackathon/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/connectaman%2FDARPG-Hackathon/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279017984,"owners_count":26086213,"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":"2025-10-14T02:00:06.444Z","response_time":60,"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":["artificial-intelligence","chatbot","cpgrams","darp-hackathon","generative-ai","government","india","machine-learning","python"],"created_at":"2024-11-20T17:46:50.305Z","updated_at":"2025-10-14T04:13:15.409Z","avatar_url":"https://github.com/connectaman.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Driven Innovation for Citizen Grievance Redressal - 2024\n\n  \n\n### Problem Statement:\n\n  \n\nDevelop an AI/ML-driven Chatbot which is Ministry Specific to help the Citizens to resolve their common queries related to filing a Grievance in the CPGRAMS portal (https://pgportal.gov.in) and expedite smooth submission of grievances.\n\n  \n\n### Solution Implementation:\n\n![Solution Implementation](https://github.com/connectaman/DARPG-Hackathon/blob/main/submission/solution%20implementation.png?raw=true)\n\n### Key Features\n\n1. Easy Integration to pgportal (https://pgportal.gov.in)\n2. Helps resolve common queries and task related to \n\t\t- pgportal\n\t\t- FAQ page\n\t\t- Grievance database, consisting of ongoing / resolved ticket (available from dataset)\n\t\t- Grievance Guidelines, User Manuals, other files from pgportal\n3. Multi Language Support\n4. Easy Expansion of Knowledge Base\n\n### Installation\nYou will need python\u003e= 3.10.13 to run the scripts\n1. Using Anaconda\n\nFirst create a new virtual environment\n```\nconda create -n chatbot python=3.10.13\n```\nThen, activate the virtual environment\n```\nconda activate chatbot\n```\nThen, Install the required packages\n```\npip install -r requirements.txt\n```\nFinally to run the flask application\n```\nflask run\n```\nor\n```\npython app.py\n```\n\n2. Using python venv\nFirst create a virtual environment\n```\npython -m venv chatbot\n```\nThen, activate the venv\nfor linux\n```\nsource  chatbot/bin/activate\n```\nfor windows\n```\nchatbot\\Scripts\\activate.bat\n```\nThen, Install the required packages\n```\npip install -r requirements.txt\n```\nFinally to run the flask application\n```\nflask run\n```\nor\n```\npython app.py\n```\n\n\n##### Video Explanation of Solution : [Video](https://github.com/connectaman/DARPG-Hackathon/blob/main/submission/Darpg%20Hackathon%20Video.mp4)\n\n##### Submission PPT : [PPT](https://github.com/connectaman/DARPG-Hackathon/blob/main/submission/DARPG%20Hackathon%20Submission%20PPT.pdf)\n\n### Video Demo\n\n[![[Video Demo](https://github.com/connectaman/DARPG-Hackathon/blob/main/submission/screenshots/1.png?raw=true))](https://www.youtube.com/watch?v=fes7HtuBFFM)\n\n### DARPG Chatbot Screenshots\n\n![1](https://github.com/connectaman/DARPG-Hackathon/blob/main/submission/screenshots/1.png?raw=true)\n\n![2](https://github.com/connectaman/DARPG-Hackathon/blob/main/submission/screenshots/2.png?raw=true)\n\n![3](https://github.com/connectaman/DARPG-Hackathon/blob/main/submission/screenshots/3.png?raw=true)\n\n![4](https://github.com/connectaman/DARPG-Hackathon/blob/main/submission/screenshots/4.png?raw=true)\n\n\n##### Author / Contributor :  Aman Ulla\n\u003ch5 align=\"left\"\u003eConnect with me:\u003c/h5\u003e\n\u003cp align=\"left\"\u003e\n\u003ca href=\"https://connectaman.hashnode.dev/\" target=\"blank\"\u003e\u003cimg align=\"center\" src=\"https://cdn.hashnode.com/res/hashnode/image/upload/v1611902473383/CDyAuTy75.png?auto=compress\" alt=\"connectaman\" height=\"30\" width=\"40\" /\u003e\u003c/a\u003e\n\u003ca href=\"https://twitter.com/connectaman1\" target=\"blank\"\u003e\u003cimg align=\"center\" src=\"https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/twitter.svg\" alt=\"connectaman1\" height=\"30\" width=\"40\" /\u003e\u003c/a\u003e\n\u003ca href=\"https://linkedin.com/in/connectaman\" target=\"blank\"\u003e\u003cimg align=\"center\" src=\"https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/linked-in-alt.svg\" alt=\"connectaman\" height=\"30\" width=\"40\" /\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/c/aman ulla\" target=\"blank\"\u003e\u003cimg align=\"center\" src=\"https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/youtube.svg\" alt=\"aman ulla\" height=\"30\" width=\"40\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fconnectaman%2Fdarpg-hackathon","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fconnectaman%2Fdarpg-hackathon","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fconnectaman%2Fdarpg-hackathon/lists"}