ML-Learner / server /src /tools /__init__.py
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import logging
from src.utils.asyncHandler import asyncHandler
from langchain_tavily import TavilySearch
from src.constants import SEARCH_MAX_RESULT, SEARCH_TOPIC
from langchain.tools import tool
from config.app_config import app_config
@tool
async def web_search(query: str):
"""Use this tool to search the web for relevant information. Input should be a search query string."""
logging.info(f"Performing web search for query: {query}")
tavily_client = TavilySearch(
tavily_api_key=app_config.tavily_api_key,
max_results=SEARCH_MAX_RESULT,
topic=SEARCH_TOPIC
)
results = await tavily_client.ainvoke(query)
return results
class WebSearch:
def __init__(self):
self.search = web_search