Spaces:
Running
Running
| title: Bookmark Manager | |
| emoji: 😻 | |
| colorFrom: yellow | |
| colorTo: pink | |
| sdk: gradio | |
| sdk_version: 5.5.0 | |
| app_file: app.py | |
| pinned: false | |
| # Bookmark Manager App | |
| Welcome to the Bookmark Manager App! This application allows you to upload your browser bookmarks, process them to extract useful information, and interact with them using a chatbot interface. | |
| ## **Features** | |
| - **Upload Bookmarks**: Import an HTML file containing your browser bookmarks. | |
| - **Data Extraction**: Extracts URL, website name, meta tags, and ETags from each bookmark. | |
| - **Content Summarization**: Generates a brief summary of each bookmark's content using a free language model. | |
| - **Vectorization and Storage**: Vectorizes the data and stores it in a FAISS vector database for efficient retrieval. | |
| - **Chatbot Interaction**: Chat with your bookmarks to retrieve information based on your queries. | |
| - **Bookmark Management**: Edit or delete bookmarks directly within the app. | |
| - **Dead Link Detection**: Identifies and marks broken or dead links prominently. | |
| - **User-Friendly Interface**: Improved interface with pleasant styling and clickable links. | |
| ## **How to Use** | |
| 1. **Upload and Process Bookmarks** | |
| - Navigate to the **"Upload and Process Bookmarks"** tab. | |
| - Click on **"Upload Bookmarks HTML File"** and select your bookmarks HTML file. | |
| - Click **"Process Bookmarks"** to start processing. | |
| - After processing, your bookmarks will be displayed with relevant data, and dead links will be highlighted. | |
| 2. **Chat with Your Bookmarks** | |
| - Go to the **"Chat with Bookmarks"** tab. | |
| - Enter a query in natural language to search your bookmarks. | |
| - Click **"Send"** to get responses related to your query. | |
| 3. **Manage Your Bookmarks** | |
| - Access the **"Manage Bookmarks"** tab. | |
| - Click **"Refresh Bookmark List"** to view all bookmarks. | |
| - To edit a bookmark: | |
| - Enter the bookmark's index number. | |
| - Provide a new title and/or URL. | |
| - Click **"Edit Bookmark"**. | |
| - To delete a bookmark: | |
| - Enter the bookmark's index number. | |
| - Click **"Delete Bookmark"**. | |
| ## **Requirements** | |
| - **Python Libraries**: The app uses the following Python libraries: | |
| - `gradio` | |
| - `beautifulsoup4` | |
| - `requests` | |
| - `transformers` | |
| - `sentence-transformers` | |
| - `faiss-cpu` | |
| - `pandas` | |
| ## **Models Used** | |
| - **Summarization Model**: `sshleifer/distilbart-cnn-6-6` from Hugging Face Transformers. | |
| - **Embedding Model**: `all-MiniLM-L6-v2` from SentenceTransformers. | |
| ## **Limitations** | |
| - **Performance**: Processing a large number of bookmarks may be slow due to resource limitations. | |
| - **Data Persistence**: The app does not save data between sessions. All data is lost when the app restarts. | |
| - **Error Handling**: Basic error handling is implemented, but unexpected inputs may cause issues. | |
| ## **Acknowledgments** | |
| - **Hugging Face**: For providing the models and platform to deploy the app. | |
| - **Open-Source Libraries**: Thanks to the contributors of the libraries used in this project. | |
| ## **License** | |
| This project is open-source and available under the MIT License. | |
| --- | |
| Enjoy using the Bookmark Manager App! | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |