Restore module state after this file's importlib.reload() calls. Several tests below reload ``cli.utils`` to re-evaluate OLLAMA_BASE_URL. Tha

Ask for Anthropic effort level. Controls token usage and response thoroughness on Claude 4.5 / 4.6 / 4.7 models. The API also accepts "max";

Ask for Gemini thinking configuration. Returns thinking_level: "high" or "minimal". Client maps to appropriate API param based on model serie

Ask for OpenAI reasoning effort level.

Import cli.utils with a fresh environment so module-level state is consistent.

Deprecated alias for :func:`create_sentiment_analyst`. Kept so existing code that imports ``create_social_media_analyst`` continues to work.

Clear messages and add a context-anchored placeholder. The placeholder must not be a bare ``"Continue"``: some OpenAI-compatible prov

Prompt the user to enter a date in YYYY-MM-DD format.

Retrieve balance sheet data for a given ticker symbol using Alpha Vantage.

Get balance sheet data from yfinance.

Retrieve balance sheet data for a given ticker symbol. Uses the configured fundamental_data vendor. Args: ticker (str): Ticker sy

Retrieve cash flow statement data for a given ticker symbol using Alpha Vantage.

Get cash flow data from yfinance.

Retrieve cash flow statement data for a given ticker symbol. Uses the configured fundamental_data vendor. Args: ticker (str): Tic

Retrieve comprehensive fundamental data for a given ticker symbol using Alpha Vantage. Args: ticker (str): Ticker symbol of the comp

Get company fundamentals overview from yfinance.

Retrieve comprehensive fundamental data for a given ticker symbol. Uses the configured fundamental_data vendor. Args: ticker (str

Returns global market news & sentiment data without ticker-specific filtering. Covers broad market topics like financial markets, economy, and mo

Retrieve global news data. Uses the configured news_data vendor. Defaults for look_back_days and limit come from DEFAULT_CONFIG (global_n

Retrieve global/macro economic news using yfinance Search. Args: curr_date: Current date in yyyy-mm-dd format look_back_days

Retrieve income statement data for a given ticker symbol using Alpha Vantage.

Get income statement data from yfinance.

Retrieve income statement data for a given ticker symbol. Uses the configured fundamental_data vendor. Args: ticker (str): Ticker

Returns Alpha Vantage technical indicator values over a time window. Args: symbol: ticker symbol of the company indicator: t

Retrieve a single technical indicator for a given ticker symbol. Uses the configured technical_indicators vendor. Args: symbol (s

Returns latest and historical insider transactions by key stakeholders. Covers transactions by founders, executives, board members, etc. Arg

Get insider transactions data from yfinance.

Retrieve insider transaction information about a company. Uses the configured news_data vendor. Args: ticker (str): Ticker symbol

Return configured AzureChatOpenAI instance.

Return configured ChatAnthropic instance.

Return a configured ChatBedrockConverse instance.

Fetch a FRED macroeconomic series as a formatted markdown report. Args: indicator: A friendly alias (e.g. "cpi", "unemployment", "10y_tre

Retrieve a macroeconomic indicator time series from FRED (Federal Reserve Economic Data): policy rates, Treasury yields, inflation, labor, an

Returns live and historical market news & sentiment data from premier news outlets worldwide. Covers stocks, cryptocurrencies, forex, and topics

Retrieve news data for a given ticker symbol. Uses the configured news_data vendor. Args: ticker (str): Ticker symbol sta

Retrieve news for a specific stock ticker using yfinance. Args: ticker: Stock ticker symbol (e.g., "AAPL") start_date: Start

Return live prediction-market probabilities for an event topic. Args: topic: Event keyword(s), e.g. "Fed rate cut", "recession 2026",

Retrieve live, market-implied probabilities for forward-looking events from prediction markets (Polymarket): Fed decisions, recession, electi

Returns raw daily OHLCV values, adjusted close values, and historical split/dividend events filtered to the specified date range. Args:

Retrieve stock price data (OHLCV) for a given ticker symbol. Uses the configured core_stock_apis vendor. Args: symbol (str): Tick

Deterministic verification snapshot for exact market-data claims. Returns the latest OHLCV row on or before curr_date, common technical indic

Increment LLM call counter when a chat model starts.

Extract token usage from LLM response.

Increment LLM call counter when an LLM starts.

Increment tool call counter when a tool starts.

Render a PortfolioDecision back to the markdown shape the rest of the system expects. Memory log, CLI display, and saved report files all read th