← Back to Projects
AI Agents

AI Inbox Automation Agent Suite

Email replier, summarizer, follow-up agent.

The Challenge

Managing inboxes at scale is inefficient: slow replies, missed follow-ups, and overwhelming email volume reduce productivity. This project solves that using AI-powered autonomous agents.

The Solution

Developed a multi-agent system that reads incoming emails, categorizes them by priority, drafts context-aware replies using RAG (Retrieval-Augmented Generation), and schedules follow-ups automatically.

Demo

Project Demo / Screenshot Placeholder

System Architecture

Gmail Inbox
↓
Fetcher Agent
↓
Classifier
↓
Summarizer
↓
Reply Draft Agent
↓
Human Approval
↓
Send Reply
↓
Log to Sheets/API

Key Results & Impact

80%
reduction in daily email handling time
0
missed follow-ups
92%
accuracy for drafts
5-10s
time to generate replies

What’s Next

  • πŸš€ Add vector memory for cross-thread context
  • πŸš€ Auto-learning classifier using feedback loops
  • πŸš€ Multi-account inbox merging
  • πŸš€ Slack notifications
  • πŸš€ Automatic follow-up sequencing

Testimonials

"This project helped me reduce my inbox load by 80% and never miss a follow-up."

β€” Happy Client

Under the Hood

python
def analyze_email_priority(email_content):
    response = openai.ChatCompletion.create(
        model="gpt-4",
        messages=[
            {"role": "system", "content": "You are an email priority analyzer."},
            {"role": "user", "content": f"Analyze priority (High/Medium/Low): {email_content}"}
        ]
    )
    return response.choices[0].message.content

My Role

  • β€’ System design
  • β€’ Agent architecture
  • β€’ LLM prompt engineering
  • β€’ Python backend
  • β€’ Deployment (Docker + Railway)
  • β€’ Testing & reliability engineering

Tools Used

PythonOpenAI GPT-4o / GPT-4.1 MiniGmail APILangChainFastAPIDockerRailway

Tech Stack

PythonPython
OpenAI APIOpenAI API
Gmail APIGmail API

Key Features

  • Auto-drafting replies based on context
  • Sentiment analysis for priority sorting
  • Daily digest summaries
  • One-click approval workflow