add benchmark

This commit is contained in:
Marco Vinciguerra 2024-06-19 21:11:15 +02:00
parent 8bb560a489
commit 6d783755ce
2 changed files with 54 additions and 1 deletions

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@ -0,0 +1,53 @@
"""
Basic example of scraping pipeline using SmartScraper from text
"""
import os
from dotenv import load_dotenv
from scrapegraphai.graphs import SmartScraperGraph
from scrapegraphai.utils import prettify_exec_info
load_dotenv()
# ************************************************
# Read the text file
# ************************************************
files = ["inputs/example_1.txt", "inputs/example_2.txt"]
tasks = ["List me all the projects with their description.",
"List me all the articles with their description."]
# ************************************************
# Define the configuration for the graph
# ************************************************
openai_key = os.getenv("OPENAI_APIKEY")
graph_config = {
"llm": {
"api_key": openai_key,
"model": "gpt-4o",
},
}
# ************************************************
# Create the SmartScraperGraph instance and run it
# ************************************************
for i in range(0, 2):
with open(files[i], 'r', encoding="utf-8") as file:
text = file.read()
smart_scraper_graph = SmartScraperGraph(
prompt=tasks[i],
source=text,
config=graph_config
)
result = smart_scraper_graph.run()
print(result)
# ************************************************
# Get graph execution info
# ************************************************
graph_exec_info = smart_scraper_graph.get_execution_info()
print(prettify_exec_info(graph_exec_info))

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@ -28,7 +28,7 @@ graph_config = {
# ************************************************
smart_scraper_graph = SmartScraperGraph(
prompt="List me all the titles",
prompt="List me all the titles of the articles",
# also accepts a string with the already downloaded HTML code
source="https://www.wired.com/",
config=graph_config