Yahoo Finance News tool (#10014)

Added:
- the `Yahoo Finance News` tool
- Ut-s
- An example
This commit is contained in:
Leonid Ganeline
2023-09-03 14:43:57 -07:00
committed by GitHub
parent 5c3e9c9083
commit 2221194450
3 changed files with 346 additions and 0 deletions

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from typing import Iterable, Optional
from requests.exceptions import HTTPError, ReadTimeout
from urllib3.exceptions import ConnectionError
from langchain.callbacks.manager import CallbackManagerForToolRun
from langchain.document_loaders.web_base import WebBaseLoader
from langchain.schema import Document
from langchain.tools.base import BaseTool
class YahooFinanceNewsTool(BaseTool):
"""Tool that searches financial news on Yahoo Finance."""
name: str = "yahoo_finance_news"
description: str = (
"Useful for when you need to find financial news "
"about a public company. "
"Input should be a company ticker. "
"For example, AAPL for Apple, MSFT for Microsoft."
)
top_k: int = 10
"""The number of results to return."""
def _run(
self,
query: str,
run_manager: Optional[CallbackManagerForToolRun] = None,
) -> str:
"""Use the Yahoo Finance News tool."""
try:
import yfinance
except ImportError:
raise ImportError(
"Could not import yfinance python package. "
"Please install it with `pip install yfinance`."
)
company = yfinance.Ticker(query)
try:
if company.isin is None:
return f"Company ticker {query} not found."
except (HTTPError, ReadTimeout, ConnectionError):
return f"Company ticker {query} not found."
links = []
try:
links = [n["link"] for n in company.news if n["type"] == "STORY"]
except (HTTPError, ReadTimeout, ConnectionError):
if not links:
return f"No news found for company that searched with {query} ticker."
if not links:
return f"No news found for company that searched with {query} ticker."
loader = WebBaseLoader(links)
docs = loader.load()
result = self._format_results(docs, query)
if not result:
return f"No news found for company that searched with {query} ticker."
return result
@staticmethod
def _format_results(docs: Iterable[Document], query: str) -> str:
doc_strings = [
"\n".join([doc.metadata["title"], doc.metadata["description"]])
for doc in docs
if query in doc.metadata["description"] or query in doc.metadata["title"]
]
return "\n\n".join(doc_strings)

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import pytest
from langchain.tools.yahoo_finance_news import YahooFinanceNewsTool
# skip all tests if yfinance is not installed
yfinance = pytest.importorskip("yfinance")
def test_success() -> None:
"""Test that the tool runs successfully."""
tool = YahooFinanceNewsTool()
query = "Microsoft"
result = tool.run(query)
assert result is not None
assert f"Company ticker {query} not found." not in result
def test_failure_no_ticker() -> None:
"""Test that the tool fails."""
tool = YahooFinanceNewsTool()
query = ""
result = tool.run(query)
assert f"Company ticker {query} not found." in result
def test_failure_wrong_ticker() -> None:
"""Test that the tool fails."""
tool = YahooFinanceNewsTool()
query = "NOT_A_COMPANY"
result = tool.run(query)
assert f"Company ticker {query} not found." in result