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import requests | |
from bs4 import BeautifulSoup | |
from langchain.tools import tool | |
from tavily import TavilyClient | |
import os | |
tavily_client = TavilyClient(api_key=os.getenv("TAVILY_API_KEY")) | |
# tool for processing web content | |
def process_search_tool(url: str) -> str: | |
"""Used to process content found on the internet.""" | |
try: | |
response = requests.get(url=url) | |
soup = BeautifulSoup(response.content, "html.parser") | |
return soup.get_text() | |
except requests.exceptions.RequestException as e: | |
return f"Error processing the URL: {str(e)}" | |
# tool for internet searches | |
def internet_search_tool(query: str) -> str: | |
"""Search user query on the internet using TavilyAPI.""" | |
try: | |
response = tavily_client.qna_search(query=query, max_results=5) | |
return response if response else "No results found" | |
except requests.exceptions.HTTPError as e: | |
return f"HTTP Error: {str(e)}" | |
tools = [internet_search_tool, process_search_tool] | |