mirror of
https://github.com/VinciGit00/Scrapegraph-ai.git
synced 2026-06-23 21:00:30 +08:00
59 lines
1.6 KiB
Python
59 lines
1.6 KiB
Python
"""
|
|
Basic example of scraping pipeline using ScriptCreatorGraph
|
|
"""
|
|
|
|
import os
|
|
from dotenv import load_dotenv
|
|
from scrapegraphai.graphs import ScriptCreatorMultiGraph
|
|
from scrapegraphai.utils import prettify_exec_info
|
|
|
|
load_dotenv()
|
|
|
|
# ************************************************
|
|
# Define the configuration for the graph
|
|
# ************************************************
|
|
|
|
fireworks_api_key = os.getenv("FIREWORKS_APIKEY")
|
|
|
|
graph_config = {
|
|
"llm": {
|
|
"api_key": fireworks_api_key,
|
|
"model": "fireworks/accounts/fireworks/models/mixtral-8x7b-instruct"
|
|
},
|
|
"embeddings": {
|
|
"model": "ollama/nomic-embed-text",
|
|
"temperature": 0,
|
|
# "base_url": "http://localhost:11434", # set ollama URL arbitrarily
|
|
},
|
|
"verbose": True,
|
|
"library": "beautifulsoup",
|
|
}
|
|
# ************************************************
|
|
# Create the ScriptCreatorGraph instance and run it
|
|
# ************************************************
|
|
|
|
urls=[
|
|
"https://perinim.github.io/",
|
|
"https://perinim.github.io/cv/"
|
|
]
|
|
|
|
# ************************************************
|
|
# Create the ScriptCreatorGraph instance and run it
|
|
# ************************************************
|
|
|
|
script_creator_graph = ScriptCreatorMultiGraph(
|
|
prompt="Who is Marco Perini?",
|
|
source=urls,
|
|
config=graph_config
|
|
)
|
|
|
|
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))
|