Enterprise-Automation-Agent

A multi-step workflow agent that retrieves data, reasons, takes actions, writes results and then notifies user.

Overview

Enterprise Automation Agent is a multi-step agent framework that retrieves business data, performs LLM-powered reasoning, executes actions, stores results in a database, and streams live updates to a UI via WebSockets.

This project demonstrates:

1. Agent loops
2. reasoning + tool calling
3. workflow automation
4. background workers
5. event streaming
6. database integration

Features (MVP)

1. FastAPI backend + background worker
2. Workflow:
   • Retrieve data (API / DB / dummy source)
   • LLM reasoning (categorize, analyze, decide)
   • Execute action
   • Store results
   • Push updates via Websockets
3. Modular agent loop
4. Extensible tool system

Architecture Diagram

High-Level Architecture:

API Endpoints

POST /analyze
Analyzes a financial document or URL.