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R2R Dashboard
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Manage and Monitor Your R2R RAG Applications with Ease
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About

The R2R Dashboard is an open-source React+Next.js application designed to provide R2R developers with an easy interface to interact with their pipelines. This dashboard aims to reduce development and iteration time by offering a user-friendly environment.

Key Features

• 🗂️ Document Management: Upload, update, and delete documents and their metadata.
• 🛝 Playground: Stream RAG responses with different models and configurable settings.
• 📊 Analytics: View aggregate statistics around latencies and metrics with detailed histograms.
• 📜 Logs: Track user queries, search results, and LLM responses.
• 🔧 Development Tools: Easily start a development server, format code, and run lint checks.

Table of Contents

1. Quick Install
2. Links
3. Screenshots
4. Core Abstractions
5. Summary

Quick Install

Install PNPM

PNPM is a fast, disk space-efficient package manager that helps you manage your project dependencies. To install PNPM, visit the official PNPM installation page for the latest instructions, or follow the instructions outlined below:

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For Unix-based systems (Linux, macOS):

curl -fsSL https://get.pnpm.io/install.sh | sh -

For Windows:

iwr https://get.pnpm.io/install.ps1 -useb | iex

After installing PNPM, you may need to add it to your system's PATH. Follow the instructions provided on the PNPM installation page to ensure it's properly set up.

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Clone the R2R Dashboard and Install Dependencies

1. Clone the project repository and navigate to the project directory:

   git clone [email protected]:SciPhi-AI/R2R-Application.git
   cd R2R-Application

2. Install the project dependencies using PNPM:

   pnpm install

3. Build and start the application for production:

   pnpm build
   pnpm start

This will build the application on port 3000. After pnpm start runs successfully, the dashboard can be viewed at http://localhost:3000.

Developing with the R2R Dashboard

If you'd like to develop the R2R dashboard, you can do so by starting a development server:

1. Start the development server:

   pnpm dev

2. Pre-commit checks (optional but recommended):

   Ensure your code is properly formatted and free of linting issues before committing:

   pnpm format
   pnpm lint

Links

• Join the Discord server
• R2R Docs Quickstart

Docs

• R2R Dashboard: A how-to guide on connecting with the R2R Dashboard.
• R2R Demo: A basic demo script designed to get you started with an R2R RAG application.
• R2R Client-Server: An extension of the basic R2R Demo with client-server interactions.
• Local RAG: A quick cookbook demonstration of how to run R2R with local LLMs.
• Hybrid Search: A brief introduction to running hybrid search with R2R.
• Reranking: A short guide on how to apply reranking to R2R results.
• SciPhi Cloud Docs: SciPhi Cloud documentation.

Screenshots

Summary

The R2R Dashboard is a comprehensive tool designed to streamline the management and monitoring of Retrieval-Augmented Generation (RAG) pipelines built with the R2R framework. By providing a user-friendly interface and robust core features, the dashboard helps developers efficiently interact with their RAG systems, enhancing development and operational workflows.