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perse converts HTML content into structured JSON data

Project description

Perse

PyPI version

Perse

Perse converts HTML to JSON using a mix of traditional html parsing and LLM based data extraction. It performs a few optimizations after fetching the html without accidently removing any important data.

These optimizations includes:

  • Removal of styling, scripting and svg tags
  • Collapsing Tags (e.g. divs) with only one child

Installation

pip install zf-perse

Usage

export PERSE_OPENAI_API_KEY="your-openai-api-key"

CLI

perse --url https://example.com

Python

from perse import perse

url = "https://example.com"
html = requests.get(url).text
j = perse(html)
print(j)

Example

Google's Homepage

$ perse --url https://google.com

{'image': 'https://www.gstatic.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png', 'title': 'Google', 'navigation_links': [{'link_name': 'About', 'href': 'https://about.google/?fg=1&utm_source=google-SG&utm_medium=referral&utm_campaign=hp-header'}, {'link_name': 'Store', 'href': 'https://store.google.com/SG?utm_source=hp_header&utm_medium=google_ooo&utm_campaign=GS100042&hl=en-SG'}], 'logo': 'https://www.gstatic.com/images/branding/googlelogo/2x/googlelogo_color_272x92dp.png', 'search_form': {'action': '/search', 'method': 'GET', 'autocomplete': 'off', 'search_field': 'q', 'buttons': [{'button_text': 'Google Search', 'button_action': 'submit'}, {'button_text': "I'm Feeling Lucky", 'button_action': 'submit'}]}}

Input

$ perse --url https://zeffmuks.com

{
    "title": "Zeff Muks",
    "description": "Antifragile Entropy Assassin 🥷",
    "og": {
        "type": "website",
        "title": "Zeff Muks",
        "description": "Antifragile Entropy Assassin 🥷",
        "url": "https://www.zeffmuks.com/",
        "image": "https://www.zeffmuks.com/images/ZeffMuks-1920.png",
        "site_name": "Zeff Muks",
    },
    "twitter": {
        "card": "summary_large_image",
        "site": "@zeffmuks",
        "title": "Zeff Muks",
        "description": "Antifragile Entropy Assassin 🥷",
        "image": "https://www.zeffmuks.com/images/ZeffMuks-1920.png",
    },
    "main_header": "Antifragile Entropy Assassin 🥷🏻",
    "header_link": "https://x.com/zeffmuks",
    "builds": [
        {
            "date": "08/30/2024",
            "project": {
                "name": "Cursor Git",
                "description": "Enhanced Git for Cursor AI Editor",
                "logo_url": "https://zf-static.s3.us-west-1.amazonaws.com/cursor-git-logo128.png",
                "download_link": "https://zf-static.s3.us-west-1.amazonaws.com/cursor-git-0.1.12.vsix",
                "external_link": "",
            },
        },
        {
            "date": "08/18/2024",
            "project": {
                "name": "PyZF",
                "description": "Enhancements for Python",
                "logo_url": "https://zf-static.s3.us-west-1.amazonaws.com/pyzf-logo128.png",
                "download_link": "",
                "external_link": "https://pypi.org/project/PyZF",
            },
        },
        {
            "date": "08/05/2024",
            "project": {
                "name": "Xanthus",
                "description": "X (formerly Twitter) Assistant",
                "logo_url": "https://zf-static.s3.us-west-1.amazonaws.com/xanthus-logo128.png",
                "download_link": "",
                "external_link": "https://pypi.org/project/zf-xanthus",
            },
        },
        {
            "date": "07/24/2024",
            "project": {
                "name": "Jenga",
                "description": "Fast JSON5 Python Library",
                "logo_url": "",
                "download_link": "https://pypi.org/project/zf-jenga",
                "external_link": "",
            },
        },
        ...

License

MIT License

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