docs-rag/example-docs/sample.md

Example Document

This is a sample markdown document for testing the docs-rag system.

Installation

To install this project, follow these steps:

1. Clone the repository
2. Run npm install
3. Configure your .env file
4. Start Qdrant and Ollama services
5. Install the dependencies locally

Configuration

The configuration file allows you to set up connections to your services. Make sure both Qdrant and Ollama are running before using the tool.

Usage

You can use the CLI tool to add documents and search through them. The MCP server provides integration with other tools that support the Model Context Protocol.

Features

• Vector storage in Qdrant
• Semantic search capabilities
• File metadata tracking
• Recursive folder scanning
• MCP server integration
• Hash-based deduplication to avoid reprocessing