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docs: v3 self-host documentation #1077

Merged
merged 44 commits into from
Dec 9, 2024
Merged

docs: v3 self-host documentation #1077

merged 44 commits into from
Dec 9, 2024

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marcklingen
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@marcklingen marcklingen commented Dec 6, 2024

Todos

  • Forwarding of historical links
  • Replace links across the docs referencing self-hosting docs
  • Reference self-hosted docs in main docs
  • Empty page for

Important

Comprehensive documentation for self-hosting Langfuse v3, covering deployment, configuration, upgrade, and new features.

  • Deployment Guides:
    • Added guides for deploying Langfuse v3 using Docker, Docker Compose, Kubernetes (Helm), and Railway.
    • Includes instructions for local and VM deployments using Docker Compose.
  • Configuration:
    • Extensive configuration options via environment variables in configuration.mdx.
    • Details on setting up core infrastructure components like Postgres, Clickhouse, Redis, and S3.
  • Upgrade Instructions:
    • Guides for upgrading from v1 to v2 and v2 to v3, including architectural changes and migration steps.
  • Features and Customization:
    • Documentation on UI customization, transactional emails, and automated access provisioning.
    • Details on background migrations and headless initialization.
  • Networking and Security:
    • Networking requirements and encryption methods detailed in networking.mdx and encryption.mdx.
  • Miscellaneous:
    • Added versioning policy and release notes links.
    • Updated CSS to hide certain menu items and adjust layout.

This description was created by Ellipsis for 7472c92. It will automatically update as commits are pushed.

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vercel bot commented Dec 6, 2024

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github-actions bot commented Dec 6, 2024

📦 Next.js Bundle Analysis for langfuse-docs

This analysis was generated by the Next.js Bundle Analysis action. 🤖

New Pages Added

The following pages were added to the bundle from the code in this PR:

Page Size (compressed) First Load % of Budget (350 KB)
/self-hosting 35.32 KB 368.11 KB 105.17%
/self-hosting/_meta 266 B 333.05 KB 95.16%
/self-hosting/authentication-and-sso 32.47 KB 365.26 KB 104.36%
/self-hosting/automated-access-provisioning 30.25 KB 363.04 KB 103.73%
/self-hosting/background-migrations 30.46 KB 363.24 KB 103.78%
/self-hosting/configuration 33.92 KB 366.7 KB 104.77%
/self-hosting/custom-base-path 31.48 KB 364.26 KB 104.08%
/self-hosting/deployment-strategies 33.06 KB 365.84 KB 104.53%
/self-hosting/docker 31.83 KB 364.62 KB 104.18%
/self-hosting/docker-compose 33.3 KB 366.09 KB 104.60%
/self-hosting/encryption 31.28 KB 364.07 KB 104.02%
/self-hosting/headless-initialization 30.87 KB 363.66 KB 103.90%
/self-hosting/infrastructure/_meta 278 B 333.06 KB 95.16%
/self-hosting/infrastructure/blobstorage 34.17 KB 366.96 KB 104.84%
/self-hosting/infrastructure/cache 32.4 KB 365.19 KB 104.34%
/self-hosting/infrastructure/clickhouse 33.74 KB 366.53 KB 104.72%
/self-hosting/infrastructure/containers 31.08 KB 363.87 KB 103.96%
/self-hosting/infrastructure/llm-api 30.05 KB 362.84 KB 103.67%
/self-hosting/infrastructure/postgres 30.06 KB 362.85 KB 103.67%
/self-hosting/kubernetes-helm 33.02 KB 365.81 KB 104.52%
/self-hosting/license-key 30.96 KB 363.75 KB 103.93%
/self-hosting/local 31.83 KB 364.62 KB 104.18%
/self-hosting/networking 31.3 KB 364.09 KB 104.03%
/self-hosting/organization-creators 30.35 KB 363.14 KB 103.75%
/self-hosting/railway 31.01 KB 363.8 KB 103.94%
/self-hosting/release-notes/_meta 274 B 333.05 KB 95.16%
/self-hosting/transactional-emails 30.42 KB 363.2 KB 103.77%
/self-hosting/troubleshooting 32.46 KB 365.25 KB 104.36%
/self-hosting/ui-customization 31.46 KB 364.25 KB 104.07%
/self-hosting/upgrade 31.17 KB 363.95 KB 103.99%
/self-hosting/upgrade-guides/_meta 277 B 333.06 KB 95.16%
/self-hosting/upgrade-guides/upgrade-v1-to-v2 31.89 KB 364.68 KB 104.19%
/self-hosting/upgrade-guides/upgrade-v2-to-v3 38.6 KB 371.39 KB 106.11%
/self-hosting/v2 31.16 KB 363.94 KB 103.98%
/self-hosting/v2/_meta 269 B 333.05 KB 95.16%
/self-hosting/v2/deployment-guide 47.09 KB 379.88 KB 108.54%
/self-hosting/v2/docker-compose 31.63 KB 364.42 KB 104.12%
/self-hosting/versioning 30.69 KB 363.48 KB 103.85%

Three Hundred Sixty-two Pages Changed Size

The following pages changed size from the code in this PR compared to its base branch:

Page Size (compressed) First Load % of Budget (350 KB)
/ 46.52 KB 379.3 KB 108.37% (🟡 +0.54%)
/404 264.01 KB 596.8 KB 170.51% (🟡 +0.54%)
/about 31.66 KB 364.44 KB 104.13% (🟡 +0.53%)
/blog 31.07 KB 363.86 KB 103.96% (🟡 +0.54%)
/blog/2024-04-introducing-langfuse-2.0 32.97 KB 365.76 KB 104.50% (🟡 +0.54%)
/blog/2024-04-python-decorator 37.35 KB 370.14 KB 105.75% (🟡 +0.54%)
/blog/2024-05-haystack-integration 33.85 KB 366.64 KB 104.75% (🟡 +0.54%)
/blog/2024-06-monitoring-llm-security 35.89 KB 368.68 KB 105.34% (🟡 +0.54%)
/blog/2024-07-ai-agent-observability-with-langfuse 36.34 KB 369.13 KB 105.47% (🟡 +0.54%)
/blog/2024-07-dify-langfuse-integration 32.87 KB 365.66 KB 104.47% (🟡 +0.54%)
/blog/2024-08-what-is-langchain 33.88 KB 366.67 KB 104.76% (🟡 +0.54%)
/blog/2024-09-langfuse-proxy 33.4 KB 366.19 KB 104.63% (🟡 +0.54%)
/blog/2024-10-observability-in-multi-step-llm-systems 38.3 KB 371.08 KB 106.02% (🟡 +0.55%)
/blog/2024-10-opentelemetry-for-llm-observability 34.88 KB 367.66 KB 105.05% (🟡 +0.54%)
/blog/2024-11-17-launch-week-2 37.01 KB 369.79 KB 105.66% (🟡 +0.53%)
/blog/2024-11-llm-product-management 34.85 KB 367.64 KB 105.04% (🟡 +0.54%)
/blog/2024-11-most-used-oss-llmops 38.46 KB 371.25 KB 106.07% (🟡 +0.54%)
/blog/announcing-our-seed-round 36.75 KB 369.54 KB 105.58% (🟡 +0.54%)
/blog/langchain-integration 49.87 KB 382.66 KB 109.33% (🟡 +0.54%)
/blog/langflow 32.33 KB 365.11 KB 104.32% (🟡 +0.54%)
/blog/launch-week-1 50.24 KB 383.02 KB 109.44% (🟡 +0.53%)
/blog/llama-index-integration 33.19 KB 365.98 KB 104.57% (🟡 +0.53%)
/blog/product-analytics-for-LLM-apps 48.82 KB 381.61 KB 109.03% (🟡 +0.54%)
/blog/qa-chatbot-for-langfuse-docs 378.04 KB 710.83 KB 203.09% (🟡 +0.54%)
/blog/showcase-llm-chatbot 34.66 KB 367.44 KB 104.98% (🟡 +0.54%)
/blog/update-2023-07 52.26 KB 385.05 KB 110.01% (🟡 +0.54%)
/blog/update-2023-08 35.42 KB 368.21 KB 105.20% (🟡 +0.54%)
/blog/update-2023-09 34.96 KB 367.75 KB 105.07% (🟡 +0.54%)
/blog/update-2023-10 34.65 KB 367.44 KB 104.98% (🟡 +0.54%)
/blog/uptrain-integration 34.1 KB 366.89 KB 104.83% (🟡 +0.53%)
/careers 33.74 KB 366.53 KB 104.72% (🟡 +0.54%)
/changelog 32.33 KB 365.12 KB 104.32% (🟡 +0.54%)
/changelog/2023-07-19-launch 31.44 KB 364.23 KB 104.07% (🟡 +0.53%)
/changelog/2023-07-20-analytics-alpha 31.32 KB 364.11 KB 104.03% (🟡 +0.54%)
/changelog/2023-07-20-token-calculation 31.36 KB 364.15 KB 104.04% (🟡 +0.54%)
/changelog/2023-07-24-nested-trace-ui 31.3 KB 364.08 KB 104.02% (🟡 +0.54%)
/changelog/2023-07-27-integration-langchain-python 31.34 KB 364.12 KB 104.04% (🟡 +0.53%)
/changelog/2023-07-27-project-user-management 31.3 KB 364.08 KB 104.02% (🟡 +0.54%)
/changelog/2023-07-31-human-in-the-loop-evaluation 31.33 KB 364.12 KB 104.03% (🟡 +0.54%)
/changelog/2023-08-07-extended-usage-get-api 31.35 KB 364.13 KB 104.04% (🟡 +0.54%)
/changelog/2023-08-14-public-demo-project 31.46 KB 364.25 KB 104.07% (🟡 +0.54%)
/changelog/2023-08-16-prebuilt-docker-image 31.65 KB 364.44 KB 104.12% (🟡 +0.54%)
/changelog/2023-08-30-integration-langchain-js 31.42 KB 364.21 KB 104.06% (🟡 +0.54%)
/changelog/2023-08-31-track-version-and-releases 31.35 KB 364.14 KB 104.04% (🟡 +0.54%)
/changelog/2023-09-01-token-costs-in-usd 31.32 KB 364.11 KB 104.03% (🟡 +0.54%)
/changelog/2023-09-12-analytics-alpha-public-access 31.34 KB 364.13 KB 104.04% (🟡 +0.54%)
/changelog/2023-09-14-public-link-sharing 31.35 KB 364.14 KB 104.04% (🟡 +0.54%)
/changelog/2023-09-15-model-based-evaluation 31.42 KB 364.21 KB 104.06% (🟡 +0.54%)
/changelog/2023-09-18-export-generations 31.45 KB 364.23 KB 104.07% (🟡 +0.54%)
/changelog/2023-09-25-datasets 32.94 KB 365.73 KB 104.49% (🟡 +0.54%)
/changelog/2023-09-27-JSON-viewer 31.47 KB 364.25 KB 104.07% (🟡 +0.54%)
/changelog/2023-10-03-complex-filters 31.37 KB 364.15 KB 104.04% (🟡 +0.54%)
/changelog/2023-10-05-faster-navigation 31.48 KB 364.26 KB 104.08% (🟡 +0.53%)
/changelog/2023-10-07-improved-support-of-complex-inputs-and-outputs 31.35 KB 364.14 KB 104.04% (🟡 +0.54%)
/changelog/2023-10-09-dashboards 31.48 KB 364.27 KB 104.08% (🟡 +0.54%)
/changelog/2023-10-19-doubled-performance-ingestion-apis 31.34 KB 364.13 KB 104.04% (🟡 +0.53%)
/changelog/2023-10-25-openai-sdk-integration 31.5 KB 364.29 KB 104.08% (🟡 +0.54%)
/changelog/2023-10-25-support-pydantic-v1-and-v2 31.51 KB 364.29 KB 104.08% (🟡 +0.54%)
/changelog/2023-10-30-ragas-cookbook 31.48 KB 364.26 KB 104.08% (🟡 +0.53%)
/changelog/2023-10-31-simplified-self-hosting 31.75 KB 364.54 KB 104.15% (🟡 +0.54%)
/changelog/2023-11-03-sso-enforcement 31.54 KB 364.33 KB 104.09% (🟡 +0.54%)
/changelog/2023-11-06-support-for-gpt-4-turbo 31.3 KB 364.08 KB 104.02% (🟡 +0.54%)
/changelog/2023-11-13-support-for-langchain-expression-language 31.81 KB 364.6 KB 104.17% (🟡 +0.54%)
/changelog/2023-11-15-pretty-generations 31.54 KB 364.33 KB 104.09% (🟡 +0.54%)
/changelog/2023-11-15-semantic-releases 31.44 KB 364.22 KB 104.06% (🟡 +0.54%)
/changelog/2023-11-16-openai-sdk-version-1 31.96 KB 364.75 KB 104.21% (🟡 +0.54%)
/changelog/2023-11-19-more-robust-docker 31.3 KB 364.09 KB 104.03% (🟡 +0.53%)
/changelog/2023-12-04-column-visbility 31.35 KB 364.13 KB 104.04% (🟡 +0.54%)
/changelog/2023-12-12-rename-and-transfer-projects 31.44 KB 364.23 KB 104.07% (🟡 +0.53%)
/changelog/2023-12-13-sessions 31.57 KB 364.36 KB 104.10% (🟡 +0.54%)
/changelog/2023-12-28-v2-sdks 33.83 KB 366.62 KB 104.75% (🟡 +0.54%)
/changelog/2024-01-02-sort-trace-table 31.5 KB 364.29 KB 104.08% (🟡 +0.54%)
/changelog/2024-01-03-prompt-management 32.22 KB 365 KB 104.29% (🟡 +0.54%)
/changelog/2024-01-16-trace-tagging 32.38 KB 365.17 KB 104.33% (🟡 +0.54%)
/changelog/2024-01-29-custom-model-prices 33.98 KB 366.77 KB 104.79% (🟡 +0.54%)
/changelog/2024-02-05-sdk-level-prompt-caching 32.74 KB 365.52 KB 104.44% (🟡 +0.53%)
/changelog/2024-02-19-metrics-api-endpoint 32.78 KB 365.56 KB 104.45% (🟡 +0.54%)
/changelog/2024-02-20-prompt-config 32.1 KB 364.89 KB 104.25% (🟡 +0.54%)
/changelog/2024-02-27-llama-index-integration 32.92 KB 365.71 KB 104.49% (🟡 +0.54%)
/changelog/2024-02-29-performance-improvement-ui 31.47 KB 364.25 KB 104.07% (🟡 +0.54%)
/changelog/2024-03-05-uptrain-integration 32.23 KB 365.02 KB 104.29% (🟡 +0.54%)
/changelog/2024-03-07-Claude3 31.43 KB 364.22 KB 104.06% (🟡 +0.54%)
/changelog/2024-03-11-improved-chatml-rendering 31.38 KB 364.17 KB 104.05% (🟡 +0.54%)
/changelog/2024-03-24-python-decorator 31.47 KB 364.26 KB 104.07% (🟡 +0.54%)
/changelog/2024-04-08-langchain-streaming-and-batch 31.81 KB 364.6 KB 104.17% (🟡 +0.54%)
/changelog/2024-04-09-openai-integration-linked-prompt-management 32.03 KB 364.82 KB 104.23% (🟡 +0.54%)
/changelog/2024-04-09-prompt-management-chatml 31.47 KB 364.26 KB 104.07% (🟡 +0.54%)
/changelog/2024-04-10-ISO-27001-certification 31.62 KB 364.41 KB 104.12% (🟡 +0.54%)
/changelog/2024-04-13-images-on-docker-hub 31.59 KB 364.38 KB 104.11% (🟡 +0.53%)
/changelog/2024-04-21-openai-integration-JS-SDK 32.89 KB 365.67 KB 104.48% (🟡 +0.54%)
/changelog/2024-04-22-posthog-integration 32.33 KB 365.11 KB 104.32% (🟡 +0.54%)
/changelog/2024-04-23-prompt-playground 32.29 KB 365.08 KB 104.31% (🟡 +0.54%)
/changelog/2024-04-24-decorator 32.34 KB 365.13 KB 104.32% (🟡 +0.54%)
/changelog/2024-04-25-datasets-v2 34.13 KB 366.92 KB 104.83% (🟡 +0.54%)
/changelog/2024-04-26-model-based-evaluation 33.93 KB 366.72 KB 104.78% (🟡 +0.54%)
/changelog/2024-04-30-SOC-2-Type-2-certification 31.72 KB 364.5 KB 104.14% (🟡 +0.54%)
/changelog/2024-05-07-prompts-api-and-deployment-labels 32.3 KB 365.08 KB 104.31% (🟡 +0.54%)
/changelog/2024-05-14-openai-gpt-4o 31.45 KB 364.23 KB 104.07% (🟡 +0.54%)
/changelog/2024-05-14-openai-gpt-4o-playground-evals 31.91 KB 364.69 KB 104.20% (🟡 +0.54%)
/changelog/2024-05-16-mirascope-integration 33.04 KB 365.83 KB 104.52% (🟡 +0.54%)
/changelog/2024-05-16-prompts-version-insights 32.07 KB 364.86 KB 104.25% (🟡 +0.53%)
/changelog/2024-05-16-sticky-headings 31.45 KB 364.23 KB 104.07% (🟡 +0.54%)
/changelog/2024-05-17-haystack-integration 32.05 KB 364.83 KB 104.24% (🟡 +0.54%)
/changelog/2024-05-23-dark-mode 31.52 KB 364.31 KB 104.09% (🟡 +0.54%)
/changelog/2024-05-29-openai-assistants 32.13 KB 364.92 KB 104.26% (🟡 +0.54%)
/changelog/2024-06-05-annotation 32.03 KB 364.82 KB 104.23% (🟡 +0.54%)
/changelog/2024-06-06-monitoring-llm-security-docs 31.97 KB 364.75 KB 104.22% (🟡 +0.53%)
/changelog/2024-06-10-update-indicator 31.39 KB 364.17 KB 104.05% (🟡 +0.54%)
/changelog/2024-06-12-timeline-view 31.4 KB 364.18 KB 104.05% (🟡 +0.54%)
/changelog/2024-06-26-dify-integration 31.72 KB 364.5 KB 104.14% (🟡 +0.54%)
/changelog/2024-07-02-datasets-api-v2 32.09 KB 364.88 KB 104.25% (🟡 +0.54%)
/changelog/2024-07-03-models-api 32.05 KB 364.84 KB 104.24% (🟡 +0.54%)
/changelog/2024-07-04-query-traces-via-sdks 32.45 KB 365.24 KB 104.35% (🟡 +0.54%)
/changelog/2024-07-11-non-numeric-scores-api 32.87 KB 365.66 KB 104.47% (🟡 +0.54%)
/changelog/2024-07-15-render-markdown-trace-preview 31.54 KB 364.32 KB 104.09% (🟡 +0.54%)
/changelog/2024-07-18-openai-gpt-4o-mini 31.58 KB 364.37 KB 104.11% (🟡 +0.53%)
/changelog/2024-07-30-resizable-columns 31.34 KB 364.13 KB 104.04% (🟡 +0.54%)
/changelog/2024-08-02-vercel-ai-sdk-integration 32.46 KB 365.24 KB 104.36% (🟡 +0.53%)
/changelog/2024-08-08-openai-structured-outputs 32.29 KB 365.08 KB 104.31% (🟡 +0.54%)
/changelog/2024-08-13-organizations 33.66 KB 366.45 KB 104.70% (🟡 +0.54%)
/changelog/2024-08-14-ui-customization 31.89 KB 364.67 KB 104.19% (🟡 +0.54%)
/changelog/2024-08-15-deployment-as-porter-add-on 31.64 KB 364.43 KB 104.12% (🟡 +0.54%)
/changelog/2024-08-19-score-analytics 31.36 KB 364.15 KB 104.04% (🟡 +0.54%)
/changelog/2024-08-20-comments 31.47 KB 364.26 KB 104.07% (🟡 +0.54%)
/changelog/2024-08-21-openai-multi-modal-traces 31.92 KB 364.71 KB 104.20% (🟡 +0.54%)
/changelog/2024-09-04-headless-initialization-of-self-hosted-deployments 32.36 KB 365.14 KB 104.33% (🟡 +0.53%)
/changelog/2024-09-04-prompt-management-zero-latency 33.2 KB 365.99 KB 104.57% (🟡 +0.54%)
/changelog/2024-09-13-custom-basepath-for-self-hosted-deployments 31.76 KB 364.55 KB 104.16% (🟡 +0.53%)
/changelog/2024-09-13-openai-o1-models 32.43 KB 365.21 KB 104.35% (🟡 +0.54%)
/changelog/2024-09-17-prompt-linking-langchain 31.9 KB 364.69 KB 104.20% (🟡 +0.53%)
/changelog/2024-09-20-aws-marketplace 31.74 KB 364.53 KB 104.15% (🟡 +0.54%)
/changelog/2024-09-20-dspy-integration-example 31.79 KB 364.57 KB 104.16% (🟡 +0.54%)
/changelog/2024-09-23-github-discussion-across-documentation 32.28 KB 365.06 KB 104.30% (🟡 +0.54%)
/changelog/2024-10-10-annotation-queues 32.23 KB 365.02 KB 104.29% (🟡 +0.54%)
/changelog/2024-10-10-text-color-for-latency-and-costs 31.96 KB 364.75 KB 104.21% (🟡 +0.54%)
/changelog/2024-10-11-bedrock-support-playground-evals 32.56 KB 365.35 KB 104.39% (🟡 +0.53%)
/changelog/2024-10-11-extended-eval-models 31.65 KB 364.44 KB 104.13% (🟡 +0.53%)
/changelog/2024-10-25-input-output-masking 31.75 KB 364.54 KB 104.15% (🟡 +0.54%)
/changelog/2024-11-01-collapsible-sidebar 31.37 KB 364.16 KB 104.05% (🟡 +0.53%)
/changelog/2024-11-17-llms-txt 32.1 KB 364.89 KB 104.25% (🟡 +0.54%)
/changelog/2024-11-17-vercel-ai-sdk-prompt-mgmt 33.44 KB 366.22 KB 104.64% (🟡 +0.53%)
/changelog/2024-11-18-dataset-runs-comparison-view 32.68 KB 365.47 KB 104.42% (🟡 +0.54%)
/changelog/2024-11-19-llm-as-a-judge-for-datasets 33.76 KB 366.55 KB 104.73% (🟡 +0.54%)
/changelog/2024-11-20-full-multi-modal-images-audio-attachments 34.75 KB 367.53 KB 105.01% (🟡 +0.54%)
/changelog/2024-11-21-all-new-datasets-and-evals-documentation 370.14 KB 702.93 KB 200.84% (🟡 +0.54%)
/changelog/2024-11-22-prompt-experimentation 32.16 KB 364.94 KB 104.27% (🟡 +0.54%)
/changelog/2024-11-28-google-vertex-ai-support-playground-evals 32.39 KB 365.18 KB 104.34% (🟡 +0.54%)
/changelog/2024-12-02-tracing-docs-for-google-vertex-ai-and-gemini 32.16 KB 364.95 KB 104.27% (🟡 +0.54%)
/changelog/2024-12-03-new-sso-providers-github-enterprise-and-keycloak 31.93 KB 364.71 KB 104.20% (🟡 +0.54%)
/changelog/2024-12-04-extensive-end-to-end-example-for-js-ts 31.62 KB 364.41 KB 104.12% (🟡 +0.54%)
/cn 33.84 KB 366.63 KB 104.75% (🟡 +0.54%)
/community 31.15 KB 363.94 KB 103.98% (🟡 +0.54%)
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Only the gzipped size is provided here based on an expert tip.

First Load is the size of the global bundle plus the bundle for the individual page. If a user were to show up to your website and land on a given page, the first load size represents the amount of javascript that user would need to download. If next/link is used, subsequent page loads would only need to download that page's bundle (the number in the "Size" column), since the global bundle has already been downloaded.

Any third party scripts you have added directly to your app using the <script> tag are not accounted for in this analysis

The "Budget %" column shows what percentage of your performance budget the First Load total takes up. For example, if your budget was 100kb, and a given page's first load size was 10kb, it would be 10% of your budget. You can also see how much this has increased or decreased compared to the base branch of your PR. If this percentage has increased by 20% or more, there will be a red status indicator applied, indicating that special attention should be given to this. If you see "+/- <0.01%" it means that there was a change in bundle size, but it is a trivial enough amount that it can be ignored.

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@marcklingen marcklingen marked this pull request as ready for review December 9, 2024 09:38
@dosubot dosubot bot added size:L This PR changes 100-499 lines, ignoring generated files. docs labels Dec 9, 2024
@marcklingen marcklingen added this pull request to the merge queue Dec 9, 2024
@marcklingen marcklingen removed this pull request from the merge queue due to the queue being cleared Dec 9, 2024
@marcklingen marcklingen merged commit 43604a6 into main Dec 9, 2024
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@marcklingen marcklingen deleted the v3-self-host branch December 9, 2024 11:27
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