PDF summarization app using Llama 3
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SmartPDF is a web application that leverages AI to summarize and section PDF documents, targeting users who need to quickly digest lengthy reports or articles. It utilizes Llama 3.3 for natural language processing and provides a user-friendly interface for document analysis.
How It Works
The application employs a modern web stack including Next.js with Tailwind CSS and TypeScript for the frontend. Backend services interact with Together AI for Llama 3.3 inference, Prisma ORM with Neon (Postgres) for data management, and S3 for PDF storage. Helicone is integrated for observability, and Plausible handles analytics.
Quick Start & Requirements
pnpm install
pnpm prisma generate
pnpm dev
.env
file with TOGETHER_API_KEY
, DATABASE_URL
, S3 credentials (S3_UPLOAD_KEY
, S3_UPLOAD_SECRET
, S3_UPLOAD_BUCKET
, S3_UPLOAD_REGION
), and optionally HELICONE_API_KEY
.Highlighted Details
Maintenance & Community
The project is maintained by Nutlope. Community engagement channels are not explicitly mentioned in the README.
Licensing & Compatibility
The repository does not explicitly state a license. Compatibility for commercial use or closed-source linking is not specified.
Limitations & Caveats
The project is in active development, with several features planned for future implementation, including OCR for image-based PDFs and rate limiting. The current version may lack polish and advanced summarization revision steps.
2 months ago
Inactive