{"id":27065989,"url":"https://github.com/monarch1108/ai_ds_tutor","last_synced_at":"2025-04-05T18:34:41.215Z","repository":{"id":284538880,"uuid":"955263159","full_name":"MONARCH1108/AI_DS_Tutor","owner":"MONARCH1108","description":"Simple AI-powered Data Science Tutor built with Streamlit and Gemini 2.0 Flash, providing interactive, clear explanations and practical code examples.","archived":false,"fork":false,"pushed_at":"2025-03-26T11:48:21.000Z","size":8,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-26T12:28:25.973Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","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/MONARCH1108.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":"2025-03-26T11:18:37.000Z","updated_at":"2025-03-26T11:48:24.000Z","dependencies_parsed_at":"2025-03-26T12:39:15.252Z","dependency_job_id":null,"html_url":"https://github.com/MONARCH1108/AI_DS_Tutor","commit_stats":null,"previous_names":["monarch1108/ai_ds_tutor"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MONARCH1108%2FAI_DS_Tutor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MONARCH1108%2FAI_DS_Tutor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MONARCH1108%2FAI_DS_Tutor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MONARCH1108%2FAI_DS_Tutor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MONARCH1108","download_url":"https://codeload.github.com/MONARCH1108/AI_DS_Tutor/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247384910,"owners_count":20930554,"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":"2025-04-05T18:34:40.713Z","updated_at":"2025-04-05T18:34:41.198Z","avatar_url":"https://github.com/MONARCH1108.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🧠 Simple Data Science Tutor AI\n\n## Description\nThis is an interactive Data Science Tutor web app built using Streamlit and Gemini 2.0 Flash. It provides clear explanations, practical code examples, and step-by-step guidance on various data science concepts, including:\n- Machine Learning Algorithms  \n- Statistical Analysis  \n- Data Preprocessing  \n- Python Data Science Libraries (Pandas, NumPy, etc.)  \n- Data Visualization (Matplotlib, Seaborn)  \n- Model Evaluation  \n\n## 🚀 Features\n- Interactive chatbot interface for real-time data science learning.  \n- Maintains conversation history for contextual responses.  \n- Clear explanations with relevant code snippets.  \n- Step-by-step guidance on complex topics.  \n- Built with Streamlit, LangChain, and Gemini 2.0 Flash.  \n\n## 🛠️ Installation\n1. Clone the repository:\n   \n`git clone https://github.com/MONARCH1108/AI_DS_Tutor.git`\n`cd data-science-tutor`\n\n3. Install dependencies:\n`pip install -r requirements.txt`\n\n4. Run the Streamlit app:\n`streamlit run app.py`\n\n## 🔑 Environment Variables\n\nSet your Google API key before running the app:\n`export GOOGLE_API_KEY=YOUR_GOOGLE_API_KEY`\n\n## 🛠️ Technologies Used\n\n- **Streamlit**: For the interactive web interface.\n- **LangChain**: For managing conversation memory and chaining prompts.\n- **Google Gemini 2.0 Flash**: For generating AI-powered responses.\n    \n\n## 📚 Usage\n\n1. Launch the app using the Streamlit command.\n2. Ask any data science-related question.\n3. View clear explanations, code snippets, and practical insights.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmonarch1108%2Fai_ds_tutor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmonarch1108%2Fai_ds_tutor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmonarch1108%2Fai_ds_tutor/lists"}