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import boto3
from bs4 import BeautifulSoup
import os
import re
import urllib.request

BUCKET_NAME = os.getenv('S3_BUCKET')
s3 = boto3.client('s3')

def get_receiving_entity_from_url(start_url):
    response = urllib.request.urlopen(
        urllib.request.Request(url=start_url, method='GET'),
        timeout=5)
    soup = BeautifulSoup(response.read(), 'html.parser')
    # Extract page title
    title = soup.title.string if soup.title else 'Untitled'
    # Extract page content for specific HTML elements
    content = ' '.join(p.get_text() for p in soup.find_all(['p', 'h1', 'h2', 'h3', 'h4', 'h5', 'h6']))
    content = re.sub(r'\s+', ' ', content).strip()
    s3.put_object(Body=content, Bucket=BUCKET_NAME, Key=f"docs/{title}.txt")
    return content

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import json
from search_suspicious_party import *

def lambda_handler(event, context):
    # apiPath should match the path specified in action group schema
    if event['apiPath'] == '/get-receiving-entity-details':
        # Extract the property from request data
        start_url = get_named_property(event, 'start_url')
        scraped_text = get_receiving_entity_from_url(start_url)
        action_response = {
            'actionGroup': event['actionGroup'],
            'apiPath': event['apiPath'],
            'httpMethod': event['httpMethod'],
            'httpStatusCode': 200,
            'responseBody': {
                'application/json': {
                    'body': json.dumps({'scraped_text': scraped_text})
                }
            }
        }
        return {'response': action_response}
    # Return an error if apiPath is not recognized
    return {
        'statusCode': 400,
        'body': json.dumps({'error': 'Invalid API path'})
    }

def get_named_property(event, name):
    return next(
        item for item in
        event['requestBody']['content']['application/json']['properties']
        if item['name'] == name
    )['value']

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openapi: 3.0.0
info:
  title: Gather suspicious receiving entity details from website
  version: 1.0.0
paths:
  /:
    post:
      description: Get details about suspicious receiving entity from the URL
      operationId: getReceivingEntityDetails
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: "#/components/schemas/ScrapeRequest"
      responses:
        "200":
          description: Receiving entity details gathered successfully
components:
  schemas:
    ScrapeRequest:
      type: object
      properties:
        start_url:
          type: string
          description: The URL to start scraping from
      required:
        - start_url

1

You are a financial user creating Suspicious Transaction Report (STR) draft for a financial compliance use case.

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Greet the user with the message “Hi <name>. Welcome to STR report drafting. How can I help?”
Ask the user to provide the transactions details. From the transaction details, capture the response in the <answer> tag and include the <thinking> tag to understand the rationale behind the response.

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For the transaction input provided by user, create a narrative description for financial risk reporting of the provided bank account and transaction details.
1. Add a summary of correspondence logs that includes title, summary, correspondence history, and analysis in the narrative description.
2. Add the details about the receiving entity in the narrative description. You can get details about receiving entities from the agent action group.

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If you don't have knowledge about Receiving entity, you should ask the Human for more details about it with a message “Unfortunately I do not have enough context or details about the receiving entity <entity name> to provide an accurate risk assessment or summary. Can you please provide some additional background information about <entity name>? What is the URL of the <entity name> or the description?”

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If user provides the URL of <entity name>, call the action group <add action group name> to get the details. If user provides the description of <entity name>, then summarize and add it to the narrative description as a receiving entity.

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Once you have all the necessary input (financial transaction details and receiving entity details), create a detailed well-formatted draft report for financial risk reporting of the provided bank account and transaction details containing the following sections:
1. Title
2. Summary of transactions
3. Correspondence History & Analysis
4. Receiving entity summary