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langchain/libs/community/langchain_community/tools/metaphor_search/tool.py

82 lines
2.6 KiB
Python

"""Tool for the Metaphor search API."""
from typing import Dict, List, Optional, Union
from langchain_core.callbacks import (
AsyncCallbackManagerForToolRun,
CallbackManagerForToolRun,
)
from langchain_core.tools import BaseTool
from langchain_community.utilities.metaphor_search import MetaphorSearchAPIWrapper
class MetaphorSearchResults(BaseTool):
"""Tool that queries the Metaphor Search API and gets back json."""
name: str = "metaphor_search_results_json"
description: str = (
"A wrapper around Metaphor Search. "
"Input should be a Metaphor-optimized query. "
"Output is a JSON array of the query results"
)
api_wrapper: MetaphorSearchAPIWrapper
def _run(
self,
query: str,
num_results: int,
include_domains: Optional[List[str]] = None,
exclude_domains: Optional[List[str]] = None,
start_crawl_date: Optional[str] = None,
end_crawl_date: Optional[str] = None,
start_published_date: Optional[str] = None,
end_published_date: Optional[str] = None,
use_autoprompt: Optional[bool] = None,
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> Union[List[Dict], str]:
"""Use the tool."""
try:
return self.api_wrapper.results(
query,
num_results,
include_domains,
exclude_domains,
start_crawl_date,
end_crawl_date,
start_published_date,
end_published_date,
use_autoprompt,
)
except Exception as e:
return repr(e)
async def _arun(
self,
query: str,
num_results: int,
include_domains: Optional[List[str]] = None,
exclude_domains: Optional[List[str]] = None,
start_crawl_date: Optional[str] = None,
end_crawl_date: Optional[str] = None,
start_published_date: Optional[str] = None,
end_published_date: Optional[str] = None,
use_autoprompt: Optional[bool] = None,
run_manager: Optional[AsyncCallbackManagerForToolRun] = None,
) -> Union[List[Dict], str]:
"""Use the tool asynchronously."""
try:
return await self.api_wrapper.results_async(
query,
num_results,
include_domains,
exclude_domains,
start_crawl_date,
end_crawl_date,
start_published_date,
end_published_date,
use_autoprompt,
)
except Exception as e:
return repr(e)