rag-documents

Analyze PDF, Word, Excel, and PowerPoint documents via a local RAG service.

1|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/91zgaoge/memoh-X --skill rag-documents
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rag-documents
Source: https://github.com/91zgaoge/memoh-X/tree/main/internal/skills/defaults/rag-documents
Command: npx skills add https://github.com/91zgaoge/memoh-X --skill rag-documents

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill allows you to analyze and extract information from various document types (PDF, Word, Excel, PPT) using a local Retrieval-Augmented Generation (RAG) system, eliminating the need for manual data processing and summarization.

Core Features & Use Cases

  • Document Analysis: Understand and summarize the content of uploaded documents.
  • Data Extraction: Extract specific information and data from spreadsheets and reports.
  • Question Answering: Ask questions about the content of your documents.
  • Use Case: Upload a research paper and ask the Skill to summarize its key findings or extract specific data points.

Quick Start

Use the rag-documents skill to analyze the attached file 'report.pdf'.

Frequently Asked Questions about rag-documents

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze a PDF document and extract specific data points?

To analyze a PDF document and extract data, upload your file to a local RAG system. The system processes the PDF content, enabling targeted information extraction and question answering without manual data processing.

Can I summarize Word documents and Excel spreadsheets using a local RAG system?

Yes, you can summarize Word documents and Excel spreadsheets using a local RAG system. The service processes various uploaded formats to understand content and generate summaries directly from the extracted text.

Do I need a local RAG service running to extract information from PowerPoint files?

Yes, you need a local RAG service running on http://localhost:9000 to extract information from PowerPoint files. The Skill requires API access to this local service to process and analyze the uploaded PPT content.

What is the best way to ask questions about the content of an uploaded research paper?

The best way to ask questions about a research paper's content is by using a local RAG system. Upload the PDF and submit your queries to receive accurate answers based on the document's specific findings and text.

Does this document analysis approach work for extracting data from multiple file formats?

Yes, this document analysis approach works for extracting data from multiple file formats. It supports PDF, Word, Excel, and PowerPoint files, allowing you to pull specific information and summarize content across different document types.