{"id":15157806,"url":"https://github.com/yaswanth1702/chatbot","last_synced_at":"2026-01-20T05:31:35.471Z","repository":{"id":252352687,"uuid":"840184705","full_name":"Yaswanth1702/Chatbot","owner":"Yaswanth1702","description":null,"archived":false,"fork":false,"pushed_at":"2024-08-09T06:43:10.000Z","size":8,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-13T17:18:08.959Z","etag":null,"topics":["natural-language-processing","scikit-learn","tf-idf-vectorization"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Yaswanth1702.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,"publiccode":null,"codemeta":null}},"created_at":"2024-08-09T06:35:52.000Z","updated_at":"2024-08-09T06:44:55.000Z","dependencies_parsed_at":"2024-08-09T08:07:09.452Z","dependency_job_id":null,"html_url":"https://github.com/Yaswanth1702/Chatbot","commit_stats":null,"previous_names":["yaswanth1702/chatbot"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yaswanth1702%2FChatbot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yaswanth1702%2FChatbot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yaswanth1702%2FChatbot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yaswanth1702%2FChatbot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Yaswanth1702","download_url":"https://codeload.github.com/Yaswanth1702/Chatbot/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247675633,"owners_count":20977376,"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":["natural-language-processing","scikit-learn","tf-idf-vectorization"],"created_at":"2024-09-26T20:03:48.243Z","updated_at":"2026-01-20T05:31:35.421Z","avatar_url":"https://github.com/Yaswanth1702.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Robo: A Simple Python Chatbot\n## Overview\nRobo is a basic rule-based chatbot built using Python and the Natural Language Toolkit (NLTK). This chatbot can respond to user queries by matching greetings and generating responses based on text similarity from a provided corpus. Robo is a great starting point for those interested in building chatbots and exploring natural language processing.\n\n## Features\n- **Greeting Recognition**: Robo can recognize and respond to various greetings.\n- **Text-Based Response Generation**: It uses TF-IDF (Term Frequency-Inverse Document Frequency) to find the most relevant response from a provided text corpus.\n- **Simple Interaction**: Users can interact with Robo until they choose to exit by typing \"bye\".\n\n### Prerequisites\n\nEnsure you have Python installed on your machine. You'll also need to install the following Python libraries:\n\n- `numpy`\n- `scikit-learn`\n- `nltk`\n\n### Setup\n\n1. **Prepare the Corpus**:\n   \n   Include a text file named `chatbot.txt` in the repository root. This file should contain the text corpus Robo will use to generate responses.\n\n2. **Run the Chatbot**:\n\n   Execute the script to start interacting with Robo:\n\n   ```bash\n   python robo_chatbot.py\n   ```\n\n3. **Interacting with Robo**:\n\n   - Robo will greet you and wait for your input.\n   - Type a greeting (e.g., \"hello\"), and Robo will respond.\n   - Ask a question or make a statement related to the corpus, and Robo will try to generate a relevant response.\n   - Type \"bye\" to end the conversation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyaswanth1702%2Fchatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyaswanth1702%2Fchatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyaswanth1702%2Fchatbot/lists"}