Agents Demo

A multi-agent system demonstrating AI agents working together to extract and process information from web pages. Developed using Google ADK and MCP Platform.

Project Overview

What It Does

Crawls web pages and extracts their content
Identifies and parses addresses from the content
Converts addresses into geographic coordinates
Presents results in a structured format

Key Features

Specialized AI agents working in collaboration
Robust pipeline for information extraction
Parallel processing capabilities
Structured JSON output format

Agent Architecture

Crawler Agent

Fetches and cleans webpage content using BeautifulSoup4

Address Agent

Identifies and extracts structured address information

Geocoding Agent

Converts addresses into precise geographic coordinates

Manager Agent

Orchestrates the workflow between all agents

System in Action

Agent Output

Example of structured address extraction and processing

MCP Server

Multi-Component Platform server implementation

Technical Stack

Core Technologies

Python 3.12+
Google ADK
MCP Platform
BeautifulSoup4

Development Tools

Poetry
LiteLLM
JSON Repair
Git

Features

Parallel Processing
Error Handling
Result Caching
Structured Output