Spaces:
Running
Running
File size: 3,230 Bytes
f282c32 c6e677b f282c32 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 |
---
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
|