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script_generator_schema_openai

""" 
Basic example of scraping pipeline using ScriptCreatorGraph
"""
import os
from typing import List
from dotenv import load_dotenv
from pydantic import BaseModel, Field
from scrapegraphai.graphs import ScriptCreatorGraph
from scrapegraphai.utils import prettify_exec_info

load_dotenv()

# ************************************************
# Define the schema for the graph
# ************************************************

class Project(BaseModel):
title: str = Field(description="The title of the project")
description: str = Field(description="The description of the project")

class Projects(BaseModel):
projects: List[Project]

# ************************************************
# Define the configuration for the graph
# ************************************************

openai_key = os.getenv("OPENAI_APIKEY")

graph_config = {
"llm": {
"api_key": openai_key,
"model": "openai/gpt-4o"
},
"library": "beautifulsoup",
"verbose": True,
}

# ************************************************
# Create the ScriptCreatorGraph instance and run it
# ************************************************

script_creator_graph = ScriptCreatorGraph(
prompt="List me all the projects with their description.",
# also accepts a string with the already downloaded HTML code
source="https://perinim.github.io/projects",
config=graph_config,
schema=Projects
)

result = script_creator_graph.run()
print(result)

# ************************************************
# Get graph execution info
# ************************************************

graph_exec_info = script_creator_graph.get_execution_info()
print(prettify_exec_info(graph_exec_info))