{"id":23043392,"url":"https://github.com/umarilly/chatbot","last_synced_at":"2025-04-03T01:28:02.827Z","repository":{"id":229777712,"uuid":"777602574","full_name":"umarilly/Chatbot","owner":"umarilly","description":"A simple chatbot project implemented in Python using Flask, Keras, NLTK, and JSON. The chatbot can understand and respond to predefined intents based on user input.","archived":false,"fork":false,"pushed_at":"2024-03-26T07:07:05.000Z","size":624,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-08T15:46:24.928Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/umarilly.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":"2024-03-26T06:53:57.000Z","updated_at":"2024-03-26T07:07:08.000Z","dependencies_parsed_at":"2024-03-26T07:55:14.084Z","dependency_job_id":null,"html_url":"https://github.com/umarilly/Chatbot","commit_stats":null,"previous_names":["umarilly/chatbot"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umarilly%2FChatbot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umarilly%2FChatbot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umarilly%2FChatbot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/umarilly%2FChatbot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/umarilly","download_url":"https://codeload.github.com/umarilly/Chatbot/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246920056,"owners_count":20855090,"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":[],"created_at":"2024-12-15T20:47:23.266Z","updated_at":"2025-04-03T01:28:02.805Z","avatar_url":"https://github.com/umarilly.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Chatbot Project\n\nThis project is a simple chatbot implemented using Python, Flask, Keras, NLTK, and JSON. The chatbot is capable of understanding and responding to predefined intents based on user input.\n\n## Project Structure\n\n- **App.py**: Contains the Flask application setup along with the chatbot logic.\n- **data.json**: Contains the intents for the chatbot, including tags, patterns, and responses.\n- **labels.pkl and texts.pkl**: Store the preprocessed data (words and classes) using pickle.\n- **model.h5**: Stores the trained neural network model using Keras.\n- **training.ipynb**: Jupyter Notebook used for data preprocessing, model training, and saving the trained model.\n- **static/style.css**: Contains the CSS styles for the chatbot interface.\n- **templates/index.html**: Contains the HTML structure for the chatbot interface.\n\n## Technologies Used\n\n- **Python**: Programming language used for the backend logic.\n- **Flask**: Web framework used for building the web application.\n- **Keras**: Deep learning library used for building and training the neural network model.\n- **NLTK**: Natural language processing library used for text preprocessing.\n- **JSON**: Data format used for storing intents and responses.\n- **HTML/CSS**: Used for the frontend interface of the chatbot.\n\n## Usage\n\n1. Install the required libraries using `pip install -r requirements.txt`.\n2. Run the Flask application using `python app.py`.\n3. Open your web browser and navigate to `http://localhost:5000` to access the chatbot interface.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fumarilly%2Fchatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fumarilly%2Fchatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fumarilly%2Fchatbot/lists"}