agentSYSTEM_ID: ai-financial-analyst

AI Financial Analyst Agent

Autonomous market research agent executing ReAct multi-step planning and headless chart generation.

AI Financial Analyst Agent // Audio BriefingSTUDIO MP3

0:00 / 0:45

VISUAL ARCHITECTURE // N8N WORKFLOW GRAPH

CLICK ANY NODE TO INSPECT LIVE BLUEPRINT

🌐 TRIGGER

Analyst Query Prompt

e.g., 'Plot trends for MSFT'

⚙ EXECUTION TOOL

Streamlit UI Client

Port 8501

⚙ EXECUTION TOOL

FastAPI Server

Port 8000 /analyze

⚡ COGNITIVE CORE

Gemini ReAct Loop

Thought-Action-Observation

⚙ EXECUTION TOOL

yfinance Tool

Real-Time Income Statement

🛡 SAFETY GATE

Headless Matplotlib (Agg)

In-Memory io.BytesIO

Gemini ReAct Loop// Thought-Action-Observation

⚡ COGNITIVE CORE

Cognitive planning engine dynamically determining tool invocations.

EXECUTION SPEC // PYTHON IMPLEMENTATION

from langchain.agents import create_react_agent
agent = create_react_agent(llm, tools=financial_tools, prompt=react_prompt)