<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9" xmlns:xhtml="http://www.w3.org/1999/xhtml" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:video="http://www.google.com/schemas/sitemap-video/1.1">
    
  <url>
    <loc>https://docs.ragrails.com/capabilities/agentic-tools</loc>
    <lastmod>2026-06-23T18:36:00.231Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/chat-tuning</loc>
    <lastmod>2026-06-23T18:36:00.232Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/cost-optimization</loc>
    <lastmod>2026-06-23T18:36:00.229Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/custom-providers</loc>
    <lastmod>2026-06-23T18:36:00.228Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/overview</loc>
    <lastmod>2026-06-23T18:36:00.226Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/query-rewriting</loc>
    <lastmod>2026-06-23T18:36:00.229Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/reranking</loc>
    <lastmod>2026-06-23T18:36:00.225Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/resilient-ingestion</loc>
    <lastmod>2026-06-23T18:36:00.230Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/streaming</loc>
    <lastmod>2026-06-23T18:36:00.227Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/capabilities/tool-calling</loc>
    <lastmod>2026-06-23T18:36:00.226Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/development/architecture</loc>
    <lastmod>2026-06-05T12:28:46.584Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/development/changelog</loc>
    <lastmod>2026-06-05T12:28:46.582Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/development/release</loc>
    <lastmod>2026-06-05T12:28:47.312Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/development/testing</loc>
    <lastmod>2026-06-23T18:36:01.411Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/chat</loc>
    <lastmod>2026-06-23T18:36:01.410Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/chunking</loc>
    <lastmod>2026-06-23T18:36:01.408Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/embedding</loc>
    <lastmod>2026-06-23T18:36:01.410Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/extraction</loc>
    <lastmod>2026-06-23T18:36:01.407Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/ingest</loc>
    <lastmod>2026-06-23T18:36:01.408Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/knowledge-base-maintenance</loc>
    <lastmod>2026-06-23T18:36:01.409Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/overview</loc>
    <lastmod>2026-06-23T18:36:02.929Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/pipeline-overview</loc>
    <lastmod>2026-06-23T18:36:02.926Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/query</loc>
    <lastmod>2026-06-23T18:36:02.928Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/retrieval</loc>
    <lastmod>2026-06-23T18:36:02.927Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/features/storing</loc>
    <lastmod>2026-06-23T18:36:02.927Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/getting-started/concepts</loc>
    <lastmod>2026-06-23T18:36:02.925Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/getting-started/configuration</loc>
    <lastmod>2026-06-23T18:36:02.924Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/getting-started/env-examples</loc>
    <lastmod>2026-06-23T18:36:02.931Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/getting-started/installation</loc>
    <lastmod>2026-06-23T18:36:02.930Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/getting-started/quickstart</loc>
    <lastmod>2026-06-23T18:36:02.929Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/guides/api-to-rag</loc>
    <lastmod>2026-06-23T18:36:04.340Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/guides/docs-to-rag</loc>
    <lastmod>2026-06-23T18:36:04.341Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/guides/hosted-rest-api</loc>
    <lastmod>2026-06-23T18:36:04.339Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/guides/website-to-rag</loc>
    <lastmod>2026-06-23T18:36:04.338Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com</loc>
    <lastmod>2026-06-23T18:36:04.336Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/reference/cli</loc>
    <lastmod>2026-06-23T18:36:04.336Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/reference/errors</loc>
    <lastmod>2026-06-23T18:36:04.338Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/reference/models</loc>
    <lastmod>2026-06-23T18:36:04.337Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/reference/rest-api</loc>
    <lastmod>2026-06-23T18:36:04.334Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/reference/result-types</loc>
    <lastmod>2026-06-23T18:36:04.335Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/reference/sdk</loc>
    <lastmod>2026-06-23T18:36:05.307Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/reference/vector-databases</loc>
    <lastmod>2026-06-23T18:36:05.305Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/chat</loc>
    <lastmod>2026-06-23T18:36:05.304Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/chunking</loc>
    <lastmod>2026-06-23T18:36:05.302Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/doctor</loc>
    <lastmod>2026-06-23T18:36:05.301Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/embedding</loc>
    <lastmod>2026-06-23T18:36:05.303Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/extraction</loc>
    <lastmod>2026-06-23T18:36:05.300Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/ingest</loc>
    <lastmod>2026-06-23T18:36:05.302Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/knowledge-base-maintenance</loc>
    <lastmod>2026-06-23T18:36:05.300Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/overview</loc>
    <lastmod>2026-06-23T18:36:05.879Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/pipeline-overview</loc>
    <lastmod>2026-06-23T18:36:05.878Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/query</loc>
    <lastmod>2026-06-23T18:36:05.877Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/quickstart</loc>
    <lastmod>2026-06-23T18:36:05.875Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/retrieval</loc>
    <lastmod>2026-06-23T18:36:05.874Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/cli/storing</loc>
    <lastmod>2026-06-23T18:36:05.876Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/chat</loc>
    <lastmod>2026-06-23T18:36:05.875Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/chunking</loc>
    <lastmod>2026-06-23T18:36:05.872Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/embedding</loc>
    <lastmod>2026-06-23T18:36:05.873Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/extraction</loc>
    <lastmod>2026-06-23T18:36:06.449Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/ingest</loc>
    <lastmod>2026-06-23T18:36:06.450Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/knowledge-base-maintenance</loc>
    <lastmod>2026-06-23T18:36:06.444Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/overview</loc>
    <lastmod>2026-06-23T18:36:06.448Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/pipeline-overview</loc>
    <lastmod>2026-06-23T18:36:06.447Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/query</loc>
    <lastmod>2026-06-23T18:36:06.445Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/quickstart</loc>
    <lastmod>2026-06-23T18:36:06.444Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/retrieval</loc>
    <lastmod>2026-06-23T18:36:06.446Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/sdk/storing</loc>
    <lastmod>2026-06-23T18:36:07.128Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/chat</loc>
    <lastmod>2026-06-23T18:36:07.128Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/chunking</loc>
    <lastmod>2026-06-23T18:36:07.123Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/embedding</loc>
    <lastmod>2026-06-23T18:36:07.127Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/extraction</loc>
    <lastmod>2026-06-23T18:36:07.121Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/ingest</loc>
    <lastmod>2026-06-23T18:36:07.119Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/knowledge-base-maintenance</loc>
    <lastmod>2026-06-23T18:36:07.126Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/overview</loc>
    <lastmod>2026-06-23T18:36:07.120Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/pipeline-overview</loc>
    <lastmod>2026-06-23T18:36:07.124Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/query</loc>
    <lastmod>2026-06-23T18:36:08.174Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/quickstart</loc>
    <lastmod>2026-06-23T18:36:08.055Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/retrieval</loc>
    <lastmod>2026-06-23T18:36:08.049Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/usage/server/storing</loc>
    <lastmod>2026-06-23T18:36:07.950Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/use-cases/ai-search-engine</loc>
    <lastmod>2026-06-23T18:36:08.018Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/use-cases/ai-support-agent</loc>
    <lastmod>2026-06-23T18:36:07.994Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/use-cases/developer-api-copilot</loc>
    <lastmod>2026-06-23T18:36:08.024Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/use-cases/documentation-assistant</loc>
    <lastmod>2026-06-23T18:36:07.963Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/use-cases/internal-knowledge-base</loc>
    <lastmod>2026-06-23T18:36:07.977Z</lastmod>
  </url>

  <url>
    <loc>https://docs.ragrails.com/use-cases/overview</loc>
    <lastmod>2026-06-23T18:36:08.879Z</lastmod>
  </url>
</urlset>