🚀 ResearchPilot AI

Multi-Agent Research Intelligence Platform

ResearchPilot AI is an intelligent research copilot that helps students, researchers, and innovators understand research papers faster using a collaborative multi-agent AI architecture.

Instead of generating a simple summary, ResearchPilot uses multiple specialized AI agents to analyze a research paper from different perspectives and generate actionable research insights.

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🌟 Features

📄 Research Paper Analysis

• Upload research papers in PDF format
• Automatic text extraction
• Research-focused analysis pipeline

🤖 Multi-Agent Architecture

ResearchPilot uses specialized AI agents:

1. Summarizer Agent

Generates:

• Executive Summary
• Technical Summary
• Key Takeaways

2. Contribution Agent

Identifies:

• Main Contributions
• Novel Ideas
• Research Innovations
• Unique Aspects of the Paper

3. Methodology Agent

Extracts:

• Research Methodology
• Experimental Setup
• Datasets Used
• Evaluation Process

4. Reviewer Agent

Acts as an academic conference reviewer and provides:

• Strengths
• Weaknesses
• Questions for Authors
• Recommendation
• Confidence Score

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📊 Research Analytics

ResearchPilot automatically generates:

• Novelty Score
• Technical Depth Score
• Clarity Score
• Experimental Strength Score
• Reproducibility Score
• Impact Score

The results are visualized using an interactive radar chart.

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🏗️ System Architecture

PDF Upload
      │
      ▼
PDF Processor
      │
      ▼
Research Orchestrator
      │
      ▼
 ┌─────────────────────┐
 │ Summarizer Agent    │
 └─────────────────────┘
      │
      ▼
 ┌─────────────────────┐
 │ Contribution Agent  │
 └─────────────────────┘
      │
      ▼
 ┌─────────────────────┐
 │ Methodology Agent   │
 └─────────────────────┘
      │
      ▼
 ┌─────────────────────┐
 │ Reviewer Agent      │
 └─────────────────────┘
      │
      ▼
Research Dashboard

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🤖 Multi-Agent Workflow

flowchart TD

A[PDF Upload]

--> B[PDF Processor]

--> C[Research Orchestrator]

--> D[Summarizer Agent]

--> E[Contribution Agent]

--> F[Methodology Agent]

--> G[Reviewer Agent]

--> H[Research Analytics]

--> I[Streamlit Dashboard]

Loading

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⚙️ Tech Stack

Frontend

• Streamlit

Backend

• Python

LLM

• Google Gemini API

Data Processing

• PyPDF2
• Pandas

Visualization

• Plotly

Analytics

• Custom Research Score Engine

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📂 Project Structure

ResearchPilotAI/

│
├── app.py
│
├── agents/
│   ├── base_agent.py
│   ├── summarizer.py
│   ├── contributions.py
│   ├── methodology.py
│   └── reviewer.py
│
├── prompts/
│   ├── summarizer_prompt.py
│   ├── contribution_prompt.py
│   ├── methodology_prompt.py
│   └── reviewer_prompt.py
│
├── services/
│   ├── gemini_service.py
│   ├── pdf_processor.py
│   ├── orchestrator.py
│   ├── scoring_engine.py
│   └── visualization.py
│
├── requirements.txt
│
├── .env
│
└── README.md

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🚀 Installation

1. Clone Repository

git clone https://github.com/YOUR_USERNAME/ResearchPilotAI.git

cd ResearchPilotAI

2. Create Virtual Environment

python -m venv venv

Activate Environment

Windows

venv\Scripts\activate

Linux / Mac

source venv/bin/activate

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3. Install Dependencies

pip install -r requirements.txt

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4. Configure Environment Variables

Create:

.env

Add:

GEMINI_API_KEY=YOUR_API_KEY

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5. Run Application

streamlit run app.py

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📸 Screenshots

Dashboard

Add screenshot here.

Summary Agent

Add screenshot here.

Methodology Analysis

Add screenshot here.

Reviewer Report

Add screenshot here.

Analytics Dashboard

Add screenshot here.

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🎯 Use Cases

• Research Paper Understanding
• Literature Review Assistance
• Research Exploration
• Academic Project Preparation
• Research Internship Preparation
• Research Skill Development

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🔮 Future Improvements

• Research Gap Agent
• Future Work Agent
• Citation Intelligence
• Knowledge Graph Generation
• AI Chat with Research Paper
• PDF Research Report Export
• Multi-Paper Comparison
• Research Recommendation System

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👨‍💻 Author

Akanksha Kundu

AI | Machine Learning | Research Engineering

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