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Smart Summarizer\n\nScrapping and summaryzing text, pdf and text document files, web contents, LinkedIn posts, pdf, and YouTube videos content.\n\n**Try The Project**:\n[Link](https://octobot.streamlit.app/)\n\n## Key Points\n- Scrapping web pages to get web content.\n- Scrapping YouTube videos links to get text subtitles in Arabic or English languages.\n- Scrapping text files (PDF \u0026 Text) to get text content.\n- Summarizing the text contents using smart chatbot with message history based on LLM model (Google Gemini) using Langchain, focus on the important notes, and adding Q/A.\n- Chatbot can talking to the users, summarizing text messages, answering questions on the summarized contents, and can help users to use the web page explaining step by step.\n- Designed a user friendly graphical interface using Streamlit.\n\n---\n\n## 🧠 Tech Stack\n\n- **Graphical Interface**: Streamlit\n- **Backend**: Python\n- **LLM**: Google Gemini (gemini-2.5-flash)\n- **Other Libraries**: langchain, sentence_transformers, beautiful_soup, youtube_transcript_api, validators.\n\n---\n\u003c!--\n## 📂 Project Structure\n\n```\nSmart-ATS/\n├── .streamlit/ # Streamlit config files\n├── Data/ # Data-related folders\n│ ├── job_description/ # Sample or scraped job description texts\n│ └── vector_db/ # Vector database files (Chroma DB)\n├── images/ # Visual assets and screenshots\n├── notebooks/ # Jupyter notebooks for experimentation\n├── .gitattributes # Git settings\n├── README.md # Project documentation\n├── Retriever.py # Core retrieval logic for RAG\n├── requirements.txt # Python dependencies\n└── st_app.py # Streamlit app entry point\n```\n\n---\n--\u003e\n\n## 🚀 Getting Started\n\n### 🔧 Prerequisites\n\nInstall required packages:\n`pip install -r requirements.txt`\n\nRun the app:\n`streamlit run app.py`\n\n---\n\n## Screenshots\n🎬 [Watch the Demo Video](https://drive.google.com/file/d/114VXBHbowapdFN8XHSlGwLOKbcWkFiJ9/view?usp=sharing)\n\n\u003c!--\n[![Watch the video](images/chatbot.png)]([https://raw.githubusercontent.com/username/repository/branch/path/to/video.mp4](https://drive.google.com/file/d/114VXBHbowapdFN8XHSlGwLOKbcWkFiJ9/view?usp=sharing))\n--\u003e\n\n---\n\n## Contact\n\nDeveloped by Abdallah Fekry\n\n📧 abdallahfekry95@gmail.com\n\n🌐 [LinkedIn](https://www.linkedin.com/in/abdallah-fekry) | [GitHub](https://github.com/BeboFekry?tab=repositories)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbebofekry%2Foctobot-smart-summarizer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbebofekry%2Foctobot-smart-summarizer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbebofekry%2Foctobot-smart-summarizer/lists"}