From 326401cc707dbeed56177fc22a02e75a18f4dfbf Mon Sep 17 00:00:00 2001
From: Dwight foster <dwightfoster03@gmail.com>
Date: Wed, 14 Feb 2024 10:37:26 -0500
Subject: [PATCH] Dwight/finance tool (#10674)
---
CONTRIBUTING.md | 2 +-
.../.gitignore | 153 +
.../llama-index-tools-yahoo-finance/BUILD | 3 +
.../llama-index-tools-yahoo-finance/Makefile | 17 +
.../llama-index-tools-yahoo-finance/README.md | 34 +
.../examples/yahoo_finance.ipynb | 230 +
.../llama_index/tools/yahoo_finance/BUILD | 1 +
.../tools/yahoo_finance/__init__.py | 6 +
.../llama_index/tools/yahoo_finance/base.py | 92 +
.../poetry.lock | 4753 +++++++++++++++++
.../pyproject.toml | 48 +
.../tests/BUILD | 1 +
.../tests/__init__.py | 0
.../tests/test_tools_yahoo_finance.py | 7 +
14 files changed, 5346 insertions(+), 1 deletion(-)
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/.gitignore
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/BUILD
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/Makefile
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/README.md
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/examples/yahoo_finance.ipynb
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/BUILD
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/__init__.py
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/base.py
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/poetry.lock
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/pyproject.toml
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/BUILD
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/__init__.py
create mode 100644 llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/test_tools_yahoo_finance.py
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 6e13d2aedb..4bab7acfdc 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -288,7 +288,7 @@ cd ./llama-index-packs
llamaindex-cli new-package --kind "packs" --name "my new pack"
cd ./llama-index-integrations/readers
-llamaindex-cli new-pacakge --kind "readers" --name "new reader"
+llamaindex-cli new-package --kind "readers" --name "new reader"
```
Executing the first set of shell commands will create a new folder called `llama-index-packs-my-new-pack`
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/.gitignore b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/.gitignore
new file mode 100644
index 0000000000..990c18de22
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/.gitignore
@@ -0,0 +1,153 @@
+llama_index/_static
+.DS_Store
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+bin/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+etc/
+include/
+lib/
+lib64/
+parts/
+sdist/
+share/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+.ruff_cache
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+notebooks/
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+# However, in case of collaboration, if having platform-specific dependencies or dependencies
+# having no cross-platform support, pipenv may install dependencies that don't work, or not
+# install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+pyvenv.cfg
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# Jetbrains
+.idea
+modules/
+*.swp
+
+# VsCode
+.vscode
+
+# pipenv
+Pipfile
+Pipfile.lock
+
+# pyright
+pyrightconfig.json
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/BUILD b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/BUILD
new file mode 100644
index 0000000000..0896ca890d
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/BUILD
@@ -0,0 +1,3 @@
+poetry_requirements(
+ name="poetry",
+)
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/Makefile b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/Makefile
new file mode 100644
index 0000000000..b9eab05aa3
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/Makefile
@@ -0,0 +1,17 @@
+GIT_ROOT ?= $(shell git rev-parse --show-toplevel)
+
+help: ## Show all Makefile targets.
+ @grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[33m%-30s\033[0m %s\n", $$1, $$2}'
+
+format: ## Run code autoformatters (black).
+ pre-commit install
+ git ls-files | xargs pre-commit run black --files
+
+lint: ## Run linters: pre-commit (black, ruff, codespell) and mypy
+ pre-commit install && git ls-files | xargs pre-commit run --show-diff-on-failure --files
+
+test: ## Run tests via pytest.
+ pytest tests
+
+watch-docs: ## Build and watch documentation.
+ sphinx-autobuild docs/ docs/_build/html --open-browser --watch $(GIT_ROOT)/llama_index/
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/README.md b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/README.md
new file mode 100644
index 0000000000..21779bb953
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/README.md
@@ -0,0 +1,34 @@
+# Yahoo Finance Tool
+
+This tool connects to Yahoo Finance and allows an Agent to access stock, news, and financial data of a company.
+
+## Usage
+
+Here's an example of how to use this tool:
+
+```python
+from llama_index.tools.yahoo_finance import YahooFinanceToolSpec
+from llama_index.agent import OpenAIAgent
+
+tool_spec = YahooFinanceToolSpec()
+agent = OpenAIAgent.from_tools(tool_spec.to_tool_list())
+
+agent.chat("What is the price of Apple stock?")
+agent.chat("What is the latest news about Apple?")
+```
+
+The tools available are:
+
+`balance_sheet`: A tool that returns the balance sheet of a company.
+
+`income_statement`: A tool that returns the income statement of a company.
+
+`cash_flow`: A tool that returns the cash flow of a company.
+
+`stock_news`: A tool that returns the latest news about a company.
+
+`stock_basic_info`: A tool that returns basic information about a company including price.
+
+`stock_analyst_recommendations`: A tool that returns analyst recommendations for a company.
+
+This loader is designed to be used as a way to load data as a Tool in a Agent. See [here](https://github.com/emptycrown/llama-hub/tree/main) for examples.
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/examples/yahoo_finance.ipynb b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/examples/yahoo_finance.ipynb
new file mode 100644
index 0000000000..34cf59c1bf
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/examples/yahoo_finance.ipynb
@@ -0,0 +1,230 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "ba49c2998ed32020",
+ "metadata": {},
+ "source": [
+ "## Building a Yahoo Finance Agent\n",
+ "\n",
+ "This tutorial walks you through the process of building a Yahoo Finance Agent using the `yahoo_finance` tool. The agent will be able to retrieve stock data, financial statements, and other financial information from Yahoo Finance."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "initial_id",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "!pip install llama-index yfinance"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "b095b103c429e4cb",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import openai\n",
+ "from llama_index.agent import OpenAIAgent"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "1e91dc5fcc2f4cf4",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "openai.api_key = \"sk-...\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5b0877f51a351135",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "balance_sheet\n",
+ "income_statement\n",
+ "cash_flow\n",
+ "stock_basic_info\n",
+ "stock_analyst_recommendations\n",
+ "stock_news\n"
+ ]
+ }
+ ],
+ "source": [
+ "from llama_index.tools.yahoo_finance.base import YahooFinanceToolSpec\n",
+ "\n",
+ "finance_tool = YahooFinanceToolSpec()\n",
+ "\n",
+ "finance_tool_list = finance_tool.to_tool_list()\n",
+ "for tool in finance_tool_list:\n",
+ " print(tool.metadata.name)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "c2d1e7865b0301f9",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Balance Sheet: \n",
+ " 2023-09-30 2022-09-30 2021-09-30 2020-09-30\n",
+ "Treasury Shares Number 0.0 NaN NaN NaN\n",
+ "Ordinary Shares Number 15550061000.0 15943425000.0 16426786000.0 16976763000.0\n",
+ "Share Issued 15550061000.0 15943425000.0 16426786000.0 16976763000.0\n",
+ "Net Debt 81123000000.0 96423000000.0 89779000000.0 74420000000.0\n",
+ "Total Debt 111088000000.0 120069000000.0 124719000000.0 112436000000.0\n",
+ "Tangible Book Value 62146000000.0 50672000000.0 63090000000.0 65339000000.0\n",
+ "Invested Capital 173234000000.0 170741000000.0 187809000000.0 177775000000.0\n",
+ "Working Capital -1742000000.0 -18577000000.0 9355000000.0 38321000000.0\n",
+ "Net Tangible Assets 62146000000.0 50672000000.0 63090000000.0 65339000000.0\n",
+ "Common Stock Equity 62146000000.0 50672000000.0 63090000000.0 65339000000.0\n",
+ "Total Capitalization 157427000000.0 149631000000.0 172196000000.0 164006000000.0\n",
+ "Total Equity Gross Minority Interest 62146000000.0 50672000000.0 63090000000.0 65339000000.0\n",
+ "Stockholders Equity 62146000000.0 50672000000.0 63090000000.0 65339000000.0\n",
+ "Gains Losses Not Affecting Retained Earnings -11452000000.0 -11109000000.0 163000000.0 -406000000.0\n",
+ "Retained Earnings -214000000.0 -3068000000.0 5562000000.0 14966000000.0\n",
+ "Capital Stock 73812000000.0 64849000000.0 57365000000.0 50779000000.0\n",
+ "Common Stock 73812000000.0 64849000000.0 57365000000.0 50779000000.0\n",
+ "Total Liabilities Net Minority Interest 290437000000.0 302083000000.0 287912000000.0 258549000000.0\n",
+ "Total Non Current Liabilities Net Minority Interest 145129000000.0 148101000000.0 162431000000.0 153157000000.0\n",
+ "Other Non Current Liabilities 34391000000.0 32485000000.0 28636000000.0 26320000000.0\n",
+ "Tradeand Other Payables Non Current 15457000000.0 16657000000.0 24689000000.0 28170000000.0\n",
+ "Long Term Debt And Capital Lease Obligation 95281000000.0 98959000000.0 109106000000.0 98667000000.0\n",
+ "Long Term Debt 95281000000.0 98959000000.0 109106000000.0 98667000000.0\n",
+ "Current Liabilities 145308000000.0 153982000000.0 125481000000.0 105392000000.0\n",
+ "Other Current Liabilities 58829000000.0 60845000000.0 47493000000.0 42684000000.0\n",
+ "Current Deferred Liabilities 8061000000.0 7912000000.0 7612000000.0 6643000000.0\n",
+ "Current Deferred Revenue 8061000000.0 7912000000.0 7612000000.0 6643000000.0\n",
+ "Current Debt And Capital Lease Obligation 15807000000.0 21110000000.0 15613000000.0 13769000000.0\n",
+ "Current Debt 15807000000.0 21110000000.0 15613000000.0 13769000000.0\n",
+ "Other Current Borrowings 9822000000.0 11128000000.0 9613000000.0 8773000000.0\n",
+ "Commercial Paper 5985000000.0 9982000000.0 6000000000.0 4996000000.0\n",
+ "Payables And Accrued Expenses 62611000000.0 64115000000.0 54763000000.0 42296000000.0\n",
+ "Payables 62611000000.0 64115000000.0 54763000000.0 42296000000.0\n",
+ "Accounts Payable 62611000000.0 64115000000.0 54763000000.0 42296000000.0\n",
+ "Total Assets 352583000000.0 352755000000.0 351002000000.0 323888000000.0\n",
+ "Total Non Current Assets 209017000000.0 217350000000.0 216166000000.0 180175000000.0\n",
+ "Other Non Current Assets 46906000000.0 39053000000.0 48849000000.0 42522000000.0\n",
+ "Non Current Deferred Assets 17852000000.0 15375000000.0 NaN NaN\n",
+ "Non Current Deferred Taxes Assets 17852000000.0 15375000000.0 NaN NaN\n",
+ "Investments And Advances 100544000000.0 120805000000.0 127877000000.0 100887000000.0\n",
+ "Other Investments NaN 120805000000.0 127877000000.0 100887000000.0\n",
+ "Investmentin Financial Assets 100544000000.0 120805000000.0 127877000000.0 100887000000.0\n",
+ "Available For Sale Securities 100544000000.0 120805000000.0 127877000000.0 100887000000.0\n",
+ "Net PPE 43715000000.0 42117000000.0 39440000000.0 36766000000.0\n",
+ "Accumulated Depreciation -70884000000.0 -72340000000.0 -70283000000.0 -66760000000.0\n",
+ "Gross PPE 114599000000.0 114457000000.0 109723000000.0 103526000000.0\n",
+ "Leases 12839000000.0 11271000000.0 11023000000.0 10283000000.0\n",
+ "Machinery Furniture Equipment 78314000000.0 81060000000.0 78659000000.0 75291000000.0\n",
+ "Land And Improvements 23446000000.0 22126000000.0 20041000000.0 17952000000.0\n",
+ "Properties 0.0 0.0 0.0 0.0\n",
+ "Current Assets 143566000000.0 135405000000.0 134836000000.0 143713000000.0\n",
+ "Other Current Assets 14695000000.0 21223000000.0 14111000000.0 11264000000.0\n",
+ "Inventory 6331000000.0 4946000000.0 6580000000.0 4061000000.0\n",
+ "Receivables 60985000000.0 60932000000.0 51506000000.0 37445000000.0\n",
+ "Other Receivables 31477000000.0 32748000000.0 25228000000.0 21325000000.0\n",
+ "Accounts Receivable 29508000000.0 28184000000.0 26278000000.0 16120000000.0\n",
+ "Cash Cash Equivalents And Short Term Investments 61555000000.0 48304000000.0 62639000000.0 90943000000.0\n",
+ "Other Short Term Investments 31590000000.0 24658000000.0 27699000000.0 52927000000.0\n",
+ "Cash And Cash Equivalents 29965000000.0 23646000000.0 34940000000.0 38016000000.0\n",
+ "Cash Equivalents 1606000000.0 5100000000.0 17635000000.0 20243000000.0\n",
+ "Cash Financial 28359000000.0 18546000000.0 17305000000.0 17773000000.0\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(finance_tool.balance_sheet(\"AAPL\"))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "5bcaa33f006b4fb9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "agent = OpenAIAgent.from_tools(finance_tool_list)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "ba290fe8f1621839",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "The analyst recommendations for AAPL (Apple Inc.) are as follows:\n",
+ "\n",
+ "- Current period: \n",
+ " - Strong Buy: 11\n",
+ " - Buy: 21\n",
+ " - Hold: 6\n",
+ " - Sell: 0\n",
+ " - Strong Sell: 0\n",
+ "\n",
+ "- 1 month ago: \n",
+ " - Strong Buy: 10\n",
+ " - Buy: 20\n",
+ " - Hold: 12\n",
+ " - Sell: 1\n",
+ " - Strong Sell: 0\n",
+ "\n",
+ "- 2 months ago: \n",
+ " - Strong Buy: 10\n",
+ " - Buy: 21\n",
+ " - Hold: 12\n",
+ " - Sell: 1\n",
+ " - Strong Sell: 0\n",
+ "\n",
+ "- 3 months ago: \n",
+ " - Strong Buy: 10\n",
+ " - Buy: 24\n",
+ " - Hold: 7\n",
+ " - Sell: 1\n",
+ " - Strong Sell: 0\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(agent.chat(\"What are the analyst recommendations for AAPL?\"))"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 2
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython2"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/BUILD b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/BUILD
new file mode 100644
index 0000000000..db46e8d6c9
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/BUILD
@@ -0,0 +1 @@
+python_sources()
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/__init__.py b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/__init__.py
new file mode 100644
index 0000000000..54d73a83ed
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/__init__.py
@@ -0,0 +1,6 @@
+## init
+from llama_index.tools.yahoo_finance.base import (
+ YahooFinanceToolSpec,
+)
+
+__all__ = ["YahooFinanceToolSpec"]
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/base.py b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/base.py
new file mode 100644
index 0000000000..6df628cbad
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/llama_index/tools/yahoo_finance/base.py
@@ -0,0 +1,92 @@
+from llama_index.core.tools.tool_spec.base import BaseToolSpec
+import yfinance as yf
+import pandas as pd
+
+
+class YahooFinanceToolSpec(BaseToolSpec):
+ """Yahoo Finance tool spec."""
+
+ spec_functions = [
+ "balance_sheet",
+ "income_statement",
+ "cash_flow",
+ "stock_basic_info",
+ "stock_analyst_recommendations",
+ "stock_news",
+ ]
+
+ def __init__(self) -> None:
+ """Initialize the Yahoo Finance tool spec."""
+
+ def balance_sheet(self, ticker: str) -> str:
+ """
+ Return the balance sheet of the stock.
+
+ Args:
+ ticker (str): the stock ticker to be given to yfinance
+
+ """
+ stock = yf.Ticker(ticker)
+ balance_sheet = pd.DataFrame(stock.balance_sheet)
+ return "Balance Sheet: \n" + balance_sheet.to_string()
+
+ def income_statement(self, ticker: str) -> str:
+ """
+ Return the income statement of the stock.
+
+ Args:
+ ticker (str): the stock ticker to be given to yfinance
+
+ """
+ stock = yf.Ticker(ticker)
+ income_statement = pd.DataFrame(stock.income_stmt)
+ return "Income Statement: \n" + income_statement.to_string()
+
+ def cash_flow(self, ticker: str) -> str:
+ """
+ Return the cash flow of the stock.
+
+ Args:
+ ticker (str): the stock ticker to be given to yfinance
+
+ """
+ stock = yf.Ticker(ticker)
+ cash_flow = pd.DataFrame(stock.cashflow)
+ return "Cash Flow: \n" + cash_flow.to_string()
+
+ def stock_basic_info(self, ticker: str) -> str:
+ """
+ Return the basic info of the stock. Ex: price, description, name.
+
+ Args:
+ ticker (str): the stock ticker to be given to yfinance
+
+ """
+ stock = yf.Ticker(ticker)
+ return "Info: \n" + str(stock.info)
+
+ def stock_analyst_recommendations(self, ticker: str) -> str:
+ """
+ Get the analyst recommendations for a stock.
+
+ Args:
+ ticker (str): the stock ticker to be given to yfinance
+
+ """
+ stock = yf.Ticker(ticker)
+ return "Recommendations: \n" + str(stock.recommendations)
+
+ def stock_news(self, ticker: str) -> str:
+ """
+ Get the most recent news titles of a stock.
+
+ Args:
+ ticker (str): the stock ticker to be given to yfinance
+
+ """
+ stock = yf.Ticker(ticker)
+ news = stock.news
+ out = "News: \n"
+ for i in news:
+ out += i["title"] + "\n"
+ return out
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/poetry.lock b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/poetry.lock
new file mode 100644
index 0000000000..b37c1712c6
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/poetry.lock
@@ -0,0 +1,4753 @@
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+
+[[package]]
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+optional = false
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+description = "Download market data from Yahoo! Finance API"
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+pandas = ">=1.3.0"
+peewee = ">=3.16.2"
+pytz = ">=2022.5"
+requests = ">=2.31"
+
+[package.extras]
+nospam = ["requests-cache (>=1.0)", "requests-ratelimiter (>=0.3.1)"]
+repair = ["scipy (>=1.6.3)"]
+
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
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+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.8.1,<3.12"
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diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/pyproject.toml b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/pyproject.toml
new file mode 100644
index 0000000000..e007c5d4b1
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/pyproject.toml
@@ -0,0 +1,48 @@
+[build-system]
+build-backend = "poetry.core.masonry.api"
+requires = ["poetry-core"]
+
+[tool.codespell]
+check-filenames = true
+check-hidden = true
+skip = "*.csv,*.html,*.json,*.jsonl,*.pdf,*.txt,*.ipynb"
+
+[tool.mypy]
+disallow_untyped_defs = true
+# Remove venv skip when integrated with pre-commit
+exclude = ["_static", "build", "examples", "notebooks", "venv"]
+ignore_missing_imports = true
+python_version = "3.8"
+
+[tool.poetry]
+authors = ["Your Name <you@example.com>"]
+description = "llama-index tools yahoo_finance integration"
+license = "MIT"
+name = "llama-index-tools-yahoo-finance"
+packages = [{include = "llama_index/"}]
+readme = "README.md"
+version = "0.1.0"
+
+[tool.poetry.dependencies]
+python = ">=3.8.1,<3.12"
+llama-index-core = "^0.10.0"
+yfinance = "^0.2.36"
+
+[tool.poetry.group.dev.dependencies]
+black = {extras = ["jupyter"], version = "<=23.9.1,>=23.7.0"}
+codespell = {extras = ["toml"], version = ">=v2.2.6"}
+ipython = "8.10.0"
+jupyter = "^1.0.0"
+mypy = "0.991"
+pre-commit = "3.2.0"
+pylint = "2.15.10"
+pytest = "7.2.1"
+pytest-mock = "3.11.1"
+ruff = "0.0.292"
+tree-sitter-languages = "^1.8.0"
+types-Deprecated = ">=0.1.0"
+types-PyYAML = "^6.0.12.12"
+types-protobuf = "^4.24.0.4"
+types-redis = "4.5.5.0"
+types-requests = "2.28.11.8"
+types-setuptools = "67.1.0.0"
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/BUILD b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/BUILD
new file mode 100644
index 0000000000..dabf212d7e
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/BUILD
@@ -0,0 +1 @@
+python_tests()
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/__init__.py b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/__init__.py
new file mode 100644
index 0000000000..e69de29bb2
diff --git a/llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/test_tools_yahoo_finance.py b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/test_tools_yahoo_finance.py
new file mode 100644
index 0000000000..5b2ada4b4c
--- /dev/null
+++ b/llama-index-integrations/tools/llama-index-tools-yahoo-finance/tests/test_tools_yahoo_finance.py
@@ -0,0 +1,7 @@
+from llama_index.core.tools.tool_spec.base import BaseToolSpec
+from llama_index.tools.yahoo_finance import YahooFinanceToolSpec
+
+
+def test_class():
+ names_of_base_classes = [b.__name__ for b in YahooFinanceToolSpec.__mro__]
+ assert BaseToolSpec.__name__ in names_of_base_classes
--
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