🌟 GitHub Trending

from pydantic import BaseModel, Field
from typing import List
from scrapegraph_py import ScrapeGraphAI

# Schema for Trending Repositories
class RepositorySchema(BaseModel):
    name: str = Field(description="Name of the repository (e.g., 'owner/repo')")
    description: str = Field(description="Description of the repository")
    stars: int = Field(description="Star count of the repository")
    forks: int = Field(description="Fork count of the repository")
    today_stars: int = Field(description="Stars gained today")
    language: str = Field(description="Programming language used")

# Schema that contains a list of repositories
class ListRepositoriesSchema(BaseModel):
    repositories: List[RepositorySchema] = Field(description="List of github trending repositories")

sgai = ScrapeGraphAI()  # reads SGAI_API_KEY from env

res = sgai.extract(
    "Extract trending repository information",
    url="https://github.com/trending",
    schema=ListRepositoriesSchema.model_json_schema(),
)

if res.status == "success":
    print(res.data.json_data)

{
    "repositories": [
        {
            "name": "microsoft/copilot-cli",
            "description": "CLI tool for GitHub Copilot",
            "stars": 2891,
            "forks": 147,
            "today_stars": 523,
            "language": "TypeScript"
        },
        {
            "name": "openai/whisper",
            "description": "Robust Speech Recognition via Large-Scale Weak Supervision",
            "stars": 54321,
            "forks": 5432,
            "today_stars": 321,
            "language": "Python"
        },
        {
            "name": "langchain-ai/langchain",
            "description": "Building applications with LLMs through composability",
            "stars": 12345,
            "forks": 1234,
            "today_stars": 234,
            "language": "Python"
        }
    ]
}