{"id":15770422,"url":"https://github.com/BounebRayan/Luca","last_synced_at":"2025-04-21T04:31:22.292Z","repository":{"id":170607624,"uuid":"646788212","full_name":"BounebRayan/Transfer-learning-Chatbot","owner":"BounebRayan","description":null,"archived":false,"fork":false,"pushed_at":"2024-08-10T02:19:05.000Z","size":195,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-10-05T14:41:07.735Z","etag":null,"topics":["chatbot","fine-tuning","gpt-2","web-interface"],"latest_commit_sha":null,"homepage":"https://chatbot-ppp-rt-3.vercel.app","language":"JavaScript","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/BounebRayan.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":"2023-05-29T10:45:24.000Z","updated_at":"2024-08-27T21:39:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"3b0745c3-1e10-4494-9131-6add04dc4cb7","html_url":"https://github.com/BounebRayan/Transfer-learning-Chatbot","commit_stats":null,"previous_names":["bounebrayan/chatbot-ppp-rt3","bounebrayan/chatbot"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BounebRayan%2FTransfer-learning-Chatbot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BounebRayan%2FTransfer-learning-Chatbot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BounebRayan%2FTransfer-learning-Chatbot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BounebRayan%2FTransfer-learning-Chatbot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BounebRayan","download_url":"https://codeload.github.com/BounebRayan/Transfer-learning-Chatbot/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223849431,"owners_count":17213640,"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":["chatbot","fine-tuning","gpt-2","web-interface"],"created_at":"2024-10-04T14:41:19.542Z","updated_at":"2025-04-21T04:31:22.287Z","avatar_url":"https://github.com/BounebRayan.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Luca\r\n \r\nLuca is a chatbot powered by a GPT-2 machine learning model. Designed to entertain and engage, ChatMind features both frontend and backend components, enabling a seamless conversational experience.  \r\n\r\n## Features\r\n\r\n- **Engaging and really amusing Conversations**: AI-driven responses provide an interactive chat experience.  \r\n- **GPT-2 Integration**: Built using transfer learning to enhance GPT-2 capabilities for conversations.  \r\n- **Seamless Functionality**: Fully integrated frontend and backend for a complete application.*\r\n\r\n## Screenshots\r\n\r\n![shot6](https://i.ibb.co/HpJq50p/241837883-8aaae84b-2df2-455f-8c0f-d10fda3d3685.png)\r\n![shot7](https://i.ibb.co/RBLnWhW/241837917-68379919-2d85-4019-8b3a-531cd6ada584.png)\r\n\r\n_Above: A glimpse of the funny and engaging responses I got while chatting with the model_\r\n\r\n### Prerequisites  \r\nEnsure you have the following installed:  \r\n- **Node.js** and **npm** for the frontend.  \r\n- **Python** and **pip** for the backend.  \r\n\r\n## Backend Setup\r\n\r\n-Navigate to the backend directory of the project and install the required **transformers** dependency\r\n```bash\r\npip install transformers\r\n```\r\n\r\n- Download the GPT-2 model file from [this link](https://drive.google.com/file/d/1XYYWyIYbZfPRpO5FsCGwKL-HMp5arU01/view?usp=share_link) and place it in the backend folder with app.py.\r\n\r\n## Running the Application\r\n1- Start the frontend server\r\n\r\n2- Start the backend server in a separate terminal\r\n\r\n3-Open http://localhost:3000 in your browser to access the chatbot.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FBounebRayan%2FLuca","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FBounebRayan%2FLuca","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FBounebRayan%2FLuca/lists"}