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🚀 Multi-Agent AI Workflow (GitHub → Email → Google Docs)

An intelligent multi-agent system that retrieves data from any GitHub repository, processes it using a Gemini-powered LLM, and automatically delivers structured insights via Gmail and Google Docs.

This project demonstrates tool-augmented LLMs, workflow orchestration, and real-world AI automation.

🔍 Overview

This system acts as an AI assistant capable of:

📂 Accessing any public GitHub repository

📄 Listing and retrieving repository files

🧠 Processing repository content using an LLM

📧 Sending structured insights directly to a user’s email

📑 Creating and updating Google Docs automatically

Instead of just answering questions, this workflow executes real tasks across multiple platforms.

🏗️ Architecture

The system follows a multi-agent design:

🔹 MainAgent (Orchestrator)

Receives user queries

Understands intent

Routes tasks to specialized agents

🔹 GitHubAgent

Lists repository files

Retrieves specific files

Extracts repository data

Triggers automation workflows

🔹 GmailAgent

Sends emails

Creates Google Docs

Updates Google Docs dynamically

Each agent uses:

Google Gemini Chat Model

Context memory

External tools integration

⚙️ How It Works

User submits a request.

The MainAgent analyzes intent.

If GitHub-related → GitHubAgent retrieves repository data.

The LLM processes and structures insights.

GmailAgent:

Sends the results via email

Generates or updates a Google Doc

🚀 Features

Multi-agent orchestration

Tool-augmented LLM system

Automated GitHub analysis

Email automation

Dynamic document generation

Context-aware memory handling

🛠️ Tech Stack

Google Gemini API

Multi-Agent Architecture

GitHub API

Gmail API

Google Docs API

Workflow automation (n8n or similar)

📌 Use Cases

Automated repository reporting

Codebase summaries

Developer documentation generation

Technical audit automation

AI-powered reporting pipelines

🎯 Future Improvements

Support for private repositories

PDF report generation

Slack/Discord integration

Advanced repository analytics

🤝 Contributing

Feel free to fork this repository, submit issues, or suggest improvements.

📄 License

This project is open-source and available under the MIT License.