// customize
const inkeepSettings = {
    isOpen: true,
    baseSettings: {
        apiKey: '3adc15f45617826bb73c0a4cb9fb3a06547b6ab7f90c819e',
        integrationId: 'clv1yuc8f0002vzhxbzwy26yx',
        organizationId: 'clu6yudh9000sajgn7nwxfve8',
        primaryBrandColor: '#26D6FF', // your brand color, widget color scheme is derived from this
        organizationDisplayName: 'R2R',
        theme: {
          colorMode: {
            forcedColorMode: 'dark', // to sync dark mode with the widget
          },
        },
    },
    aiChatSettings: {
      // ...optional settings
      botAvatarSrcUrl:
        "https://www.sciphi.ai/screenshots/logo222_cut.png",
      quickQuestions: [
        "How do I get started?",
        "How does R2R implement hybrid search?",
        "How do I use the R2R API?",
        // "How do I use ",
        // "Example question 3?",
      ],
    },
    modalSettings: {
      isShortcutKeyEnabled: false, // disable default cmd+k behavior
      // ...optional settings
    },
  };

  // The Mintlify search triggers, which we'll reuse to trigger the Inkeep modal
  const searchButtonContainerIds = [
    "search-bar-entry",
    "search-bar-entry-mobile",
  ];

  // Clone and replace, needed to remove existing event listeners
  const clonedSearchButtonContainers = searchButtonContainerIds.map((id) => {
    const originalElement = document.getElementById(id);
    const clonedElement = originalElement.cloneNode(true);
    originalElement.parentNode.replaceChild(clonedElement, originalElement);

    return clonedElement;
  });

  // Load the Inkeep component library
  const inkeepScript = document.createElement("script");
  inkeepScript.type = "module";
  inkeepScript.src =
    "https://unpkg.com/@inkeep/widgets-embed@latest/dist/embed.js";
  document.body.appendChild(inkeepScript);

  // Once the Inkeep library is loaded, instantiate the UI components
  inkeepScript.addEventListener("load", function () {
    // Customization settings

    // for syncing with dark mode
    const colorModeSettings = {
      observedElement: document.documentElement,
      isDarkModeCallback: (el) => {
        return el.classList.contains("dark");
      },
      colorModeAttribute: "class",
    };

    // Instantiate the "Ask AI" pill chat button
    Inkeep().embed({
      componentType: "ChatButton",
      colorModeSync: colorModeSettings,
      properties: inkeepSettings,
    });

    // Instantiate the search bar modal
    const inkeepSearchModal = Inkeep({
      ...inkeepSettings.baseSettings,
    }).embed({
      componentType: "CustomTrigger",
      colorModeSync: colorModeSettings,
      properties: {
        ...inkeepSettings,
        isOpen: false,
        onClose: () => {
          inkeepSearchModal.render({
            isOpen: false,
          });
        },
      },
    });

    // When the Mintlify search bar elements are clicked, open the Inkeep search modal
    clonedSearchButtonContainers.forEach((trigger) => {
      trigger.addEventListener("click", function () {
        inkeepSearchModal.render({
          isOpen: true,
        });
      });
    });

    // Open the Inkeep Modal with cmd+k
    window.addEventListener(
      "keydown",
      (event) => {
        if (
          (event.metaKey || event.ctrlKey) &&
          (event.key === "k" || event.key === "K")
        ) {
          event.stopPropagation();
          inkeepSearchModal.render({ isOpen: true });
          return false;
        }
      },
      true
    );
  });


Community

Build, scale, and manage user-facing Retrieval-Augmented Generation applications.

Introduction

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R2R GitHub

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Get Collections for User

Location

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System

What's New

Quickstart

Learn how to configure your R2R deployment

Postgres

Learn how to configure LLMs in your R2R deployment

Learn how to configure RAG in your R2R deployment

Learn how to configure and manage prompts in your R2R deployment

Prompts

Overview

Learn how to configure document chunking in your R2R deployment

Parsing & Chunking

Embedding

Configure your R2R knowledge graph provider.

Configuration for Restructuring data after ingestion using Knowledge Graphs

KG Enrichment

Vector Search

Knowledge Graph

Learn how to run a Retrieval-Augmented Generation system locally using R2R

Local LLMs

Azure

Learn how to deploy R2R into Google Cloud

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Learn how to configure and use the authentication provider in R2R

Crypto & Auth

Configure and use multiple Language Model providers in R2R

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Learn how to configure and use the database provider in R2R

Database

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Learn about R2R telemetry and how to manage it

Telemetry

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R2R API Reference

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A detailed step-by-step cookbook of the core features provided by R2R.

Walkthrough

Learn how to implement and use hybrid search with R2R

Hybrid Search

Learn how to build and use GraphRAG with R2R

GraphRAG

Learn how to build and use advanced RAG techniques with R2R

Advanced RAG

Learn how to implement and use agents with R2R

Agents

Learn how orchestration is handled inside R2R

Orchestration

Learn how to build webapps powered by RAG using R2R

Web Development

A comprehensive guide to user authentication and management features in R2R

User Auth

A comprehensive guide to creating collections in R2R

Collections

Learn how to use analytics and and logging with R2R

Analytics & Observability

Learn how to set up and use the R2R Application for managing your instance.

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Learn how to deploy R2R into remote cloud environments

API Documentation

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