Building Multi-Agent AI Workflows for Financial Analysis (100+ Page Guide)
A highly detailed 100+ page tutorial by Hanane D. on building collaborative AI agent workflows for financial health analysis—using LlamaIndex, FinanceToolkit, and multiple LLMs.
1. Building Multi-Agent AI Workflows for Financial Analysis
This in-depth guide walks you through constructing sophisticated multi-agent AI workflows for financial analysis tasks like health scoring and public filings research. You’ll build four distinct agents (Fundamental, Profitability, Liquidity, and one for Aggregation) using tools like LlamaIndex and JerBouma’s FinanceToolkit. It also compares over five large language models (GPT-4 variants and Claude series) within the same framework. If you're serious about agent design, coordination, and document parsing in finance-focused applications, this tutorial is an essential read.