PaperPilot AI

• 

  Flow

Inspiration

Research papers contain incredible knowledge, but understanding them often requires extensive domain expertise and significant time investment.

Students frequently struggle with unfamiliar terminology, complex methodologies, and lengthy technical explanations. We wanted to make academic knowledge more accessible and reduce the barrier to learning.

What it does

PaperPilot AI helps users understand academic papers faster by providing intelligent AI-powered insights.

Research Paper Summarization

Upload a PDF and receive a concise summary of the paper's objectives, methodology, and findings.

Explain Like I'm 15

Technical concepts are rewritten in simple language so that anyone can understand them.

Key Findings Extraction

Automatically identifies the most important contributions and conclusions from the paper.

Flashcard Generation

Creates study-ready flashcards from research content for quick revision.

Quiz Generation

Generates multiple-choice and short-answer questions to reinforce learning.

How we built it

Research Summaries Concise overviews covering objectives, methodology, and results.

Simplified Explanations Complex concepts rewritten in clear, beginner-friendly language.

Study Flashcards Important concepts converted into quick revision material.

Practice Quizzes AI-generated questions that help users test their understanding.

The entire application is deployed on Google Cloud Run, while uploaded documents and generated insights are stored using Google Cloud Storage and Firestore, ensuring scalability and reliability.

Throughout development, we continuously refined prompts and workflows to improve accuracy, reduce hallucinations, and maintain the technical integrity of the original research while making it easier to understand.

Challenges we ran into

Processing Complex Research Papers Maintaining Accuracy Handling Large Documents

Accomplishments that we're proud of

Built a complete AI-powered research assistant from scratch. Successfully integrated Google Gemini for advanced document understanding. Generated meaningful educational content including flashcards and quizzes. Reduced research comprehension time from hours to minutes.

What we learned

Google Gemini API and multimodal AI workflows. Prompt engineering for educational applications. Large document processing pipelines. Cloud-native deployment on Google Cloud.

What's next for PaperPilot AI

Research Paper Comparison Automated Literature Reviews Citation Assistant

Built With

• api
• apis
• authentication
• cloud
• css
• express.js
• firebase
• firestore
• gemini
• google
• node.js
• pdf.js
• react.js
• rest
• run
• storage
• tailwind