YfinanceAgent

What it is

A thin IntentAgent wrapper configured for Yahoo Finance research workflows. It wires a chat model, yfinance-backed tools, and a set of tool intents into an IntentAgent instance via create_agent().

Public API

• create_agent(agent_shared_state: Optional[AgentSharedState] = None, agent_configuration: Optional[AgentConfiguration] = None) -> IntentAgent

  • Builds and returns a configured YfinanceAgent:
    • Loads the chat model (gpt_4_1_mini).
    • Instantiates Yahoo Finance integration tools via as_tools(...).
    • Defines tool-based intents (ticker search, info, history, financials, sector, industry).
    • Assembles a system prompt that includes the available tool names/descriptions.
    • Applies default AgentConfiguration and AgentSharedState when not provided.

• class YfinanceAgent(IntentAgent)

  • No additional behavior; inherits all functionality from IntentAgent.

Configuration/Dependencies

• Core agent framework:
  • naas_abi_core.services.agent.IntentAgent:
    • IntentAgent, AgentConfiguration, AgentSharedState, Intent, IntentType
• Model dependency:
  • naas_abi_marketplace.ai.chatgpt.models.gpt_4_1_mini.model
• Yahoo Finance integration:
  • naas_abi_marketplace.applications.yahoofinance.integrations.YfinanceIntegration:
    • YfinanceIntegrationConfiguration, as_tools

Constants used to configure the agent:

• NAME = "YahooFinance"
• DESCRIPTION = "..."
• AVATAR_URL = "..." (declared but not used in create_agent)
• SYSTEM_PROMPT (templated; [TOOLS] replaced with tool list)

Usage

from naas_abi_marketplace.applications.yahoofinance.agents.YfinanceAgent import create_agent

agent = create_agent()
# Use `agent` through the IntentAgent interface provided by naas_abi_core

Caveats

• YfinanceAgent itself adds no custom methods; all runtime behavior comes from IntentAgent, the loaded model, and the yfinance integration tools.
• The configured system prompt constrains the agent to use provided yfinance tools for data retrieval and to avoid investment advice.