Can I use this for files other than PDFs?

The current template and viewer are optimized specifically for PDF workflows, though the document list and chat logic can be adapted for other text formats.

Is authentication required?

Yes, this skill assumes an auth skill is installed to protect routes and ensure users only access their own uploaded documents.

Does this skill include the backend for PDF parsing?

This skill acts as the orchestrator and UI layer; it relies on dependencies like ai-rag-ingest and ai-rag-vectors to handle the actual file parsing and embedding logic.

How does the citation highlighting work?

When the AI generates a response with citations, the skill passes page and text metadata to the PDF viewer, which uses coordinates or text matching to highlight the source.

AI RAG Application Template

Name: AI RAG Application Template
Author: mattwoodco

bymattwoodco

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データサイエンスとML

Builds a full-featured Retrieval-Augmented Generation interface with PDF processing, chat, and citation-linked document viewing.

The ai-rag-app skill provides a production-ready orchestrator for building document-based AI applications. It implements a sophisticated split-pane layout that allows users to upload PDFs, manage a document library, and interact with an AI chat assistant. A standout feature is its citation-driven navigation: when a user clicks a chat reference, the integrated PDF viewer automatically scrolls to and highlights the specific source text. This skill serves as the UI 'glue' that connects ingestion, vector search, and chat components into a unified user experience for Next.js applications.

主な機能

01Citation-linked navigation that highlights source text in the PDF viewer

02Pre-configured integration with RAG micro-skills and shadcn/ui

03Automated PDF ingestion pipeline including upload, parsing, and indexing

04Document management system with real-time processing status

05Split-pane layout for simultaneous chatting and document viewing

063 GitHub stars

ユースケース

01Building a 'Chat with your PDF' SaaS product

02Developing AI-powered documentation assistants with direct source verification

03Creating internal knowledge bases for research and legal teams

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mattwoodco/skills ai-rag-app

For use in Claude.ai and ChatGPT

Download Skill