csv_scraper_bedrock

"""
Basic example of scraping pipeline using CSVScraperGraph from CSV documents
"""

import os
import json

from dotenv import load_dotenv

import pandas as pd

from scrapegraphai.graphs import CSVScraperGraph
from scrapegraphai.utils import prettify_exec_info

load_dotenv()

# ************************************************
# Read the CSV file
# ************************************************

FILE_NAME = "inputs/username.csv"
curr_dir = os.path.dirname(os.path.realpath(__file__))
file_path = os.path.join(curr_dir, FILE_NAME)

text = pd.read_csv(file_path)

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

graph_config = {
    "llm": {
        "client": "client_name",
        "model": "bedrock/anthropic.claude-3-sonnet-20240229-v1:0",
        "temperature": 0.0
    }
}
# ************************************************
# Create the CSVScraperGraph instance and run it
# ************************************************

csv_scraper_graph = CSVScraperGraph(
    prompt="List me all the last names",
    source=str(text),  # Pass the content of the file, not the file object
    config=graph_config
)

result = csv_scraper_graph.run()
print(json.dumps(result, indent=4))