Intermediate 8–9 Hours12 Months Access

Multi-Agent Research & Intelligence System

Build a multi-agent system for web research, analysis and report generation with real-time data.

Build a multi-agent system for web research, analysis and report generation with real-time data. Implement it step by step, deploy it, publish it on GitHub and prepare to explain it confidently in interviews.

Digital product · 12 months access · Non-refundable after purchase

app.streamlit / multi-agent-research-a
New Chat
Research
Reports
Settings

AI Research Assistant

Agents
Web Search
LangGraph
Ask anything about AI research…

Complete Source Code

Deployment Guide

Resume Points

Interview Questions

What You'll Learn

Gain practical experience building a production-ready AI system, from architecture to deployment.

  • Core Multi-Agent Research concepts and when to apply them in real projects
  • Practical Agents implementation techniques
  • Practical Web Search implementation techniques
  • Practical LangGraph implementation techniques
  • Structuring a clean, production-style Python project
  • Building an interactive Streamlit application
  • Deploying the application to the cloud
  • Explaining the project architecture confidently in interviews

Technologies Used

  • Python
  • Agents
  • Web Search
  • LangGraph
  • Streamlit
  • Cloud Deployment

Project Architecture

Understand how the complete system components work together.

User

Research BriefObjective & scope

Application Layer

Streamlit UIResearch workspace

Agent Orchestrator

LangGraphState & routing

Agents

Planner AgentTask breakdown
Research AgentsParallel search
Analysis AgentValidate & compare

Tools & Knowledge

Web SearchLive sources
External APIsData providers
Vector StoreResearch memory

Synthesis

LLM ReviewSynthesis & checks

Output

Intelligence ReportFindings + sources
A simplified view of the system you will build.

Project Demo

See the final application in action.

0:00 / 12:36

Preview of the final application you'll build.

    • 3 Lessons · ~45 Mins
    • 1. Project Overview15 min
    • 2. Real-World Use Cases8 min
    • 3. Final Architecture Walkthrough15 min