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VCZ Datasets — Python Example

This repository provides a minimal Python example demonstrating how to fetch and use the public AI datasets offered by VibeCodersZone (VCZ).

VCZ exposes open, machine-readable datasets for developers, researchers, and AI systems that need structured information about the modern AI tools ecosystem.

🚀 What This Example Demonstrates

  • Fetching VCZ tools, categories, and tags
  • Using requests to consume JSON datasets
  • Basic inspection & logging of the data
  • A starting point for notebooks, ML pipelines, and research scripts

📦 Dataset Endpoints

https://vibecoderszone.com/ai/tools.json
https://vibecoderszone.com/ai/categories.json
https://vibecoderszone.com/ai/tags.json

🧩 Example Code (example.py)

import requests

TOOLS_URL = "https://vibecoderszone.com/ai/tools.json"
CATEGORIES_URL = "https://vibecoderszone.com/ai/categories.json"
TAGS_URL = "https://vibecoderszone.com/ai/tags.json"


def load_vcz():
    tools = requests.get(TOOLS_URL).json()
    categories = requests.get(CATEGORIES_URL).json()
    tags = requests.get(TAGS_URL).json()

    print("VCZ Dataset (Python Example)")
    print("----------------------------")
    print("Tools loaded:", len(tools))
    print("Categories loaded:", len(categories))
    print("Tags loaded:", len(tags))

    print("\nExample tool:")
    print(tools[0])


if __name__ == "__main__":
    load_vcz()

🧪 Quick Start

1. Create a virtual environment (optional but recommended)

python -m venv .venv
source .venv/bin/activate  # Windows: .venv\Scripts\activate

2. Install dependencies

pip install requests

3. Run the example

python example.py

📝 Example Output

VCZ Dataset (Python Example)
----------------------------
Tools loaded: 1200+
Categories loaded: 100+
Tags loaded: 500+

Example tool:
{'id': 'claude', 'name': 'Claude', 'slug': 'claude', ...}

🔗 About VibeCodersZone (VCZ)

VibeCodersZone is an AI Tools Directory and open AI knowledge graph initiative.
It provides public datasets optimized for:

  • LLM ingestion
  • AI crawlers
  • Semantic search engines
  • Research workflows
  • Knowledge graph construction

Official website: https://vibecoderszone.com