Example Multi-Agent Application built using different agent orchestration frameworks

This repository showcases an example multi-agent application built using different agent orchestration framework, currently it includes:

• LangGraph
• CrewAI
• OpenAI Swarm

It's designed as an educational reference for developers to understand the differences and capabilities of each agent orchestration framework.

Check out our detailed write-up: Choosing the Right AI Agent Framework: LangGraph vs CrewAI vs OpenAI Swarm

Agentic Finance Assistant implemented using LangGraph, CrewAI and OpenAI Swarm

A finance-focused agent built using the LangGraph, CrewAI and OpenAI Swarm agent orchestration frameworks. This agent can handle financial queries, fetch real-time stock data, research through the internet,and provide comprehensive financial reports.

Note that the finance agents requires a free API key from the FMP API to fetch financial data.

Agentic Finance Assistant Architecture:

Installation:

cd apps/langgraph-fin-agent # or crewai-fin-agent or swarm-fin-agent
poetry install

Create a .env file and add your OpenAI API key and FMP API key.

Run:

poetry run python src/main.py