---
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