Infrastructure · llms.txt file breakdown
Products organizes IONOS CLOUD content, including Guides, Developer Reference, API Reference, Go SDKs and 15 additional sections.
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# Products
## Guides
- [Overview](https://docs.ionos.com/cloud/readme.md): Explore our guides and reference documents to integrate IONOS CLOUD products and services.
- [Most Popular Product Guides](https://docs.ionos.com/cloud/most-popular-product-guides.md): AI Model Hub, Object Storage, Dedicated Core, Managed Kubernetes, PostgreSQL, and Cubes: top guides ranked by engagement for developers on IONOS CLOUD
- [October 2026](https://docs.ionos.com/cloud/release-notes/october-2026.md): IONOS CLOUD release notes: new features, improvements, fixes, and deprecations for October 2026.
- [Previous Releases](https://docs.ionos.com/cloud/release-notes/previous-releases.md)
- [2026 Releases](https://docs.ionos.com/cloud/release-notes/previous-releases/2026.md)
- [September 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/september-2026.md)
- [August 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/august-2026.md)
- [July 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/july-2026.md)
- [June 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/june-2026.md)
- [May 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/may-2026.md)
- [April 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/april-2026.md)
- [March 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/march-2026.md)
- [February 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/february-2026.md)
- [January 2026](https://docs.ionos.com/cloud/release-notes/previous-releases/2026/january-2026.md)
- [2025 Releases](https://docs.ionos.com/cloud/release-notes/previous-releases/2025.md)
- [December 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/december-2025.md)
- [November 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/november-2025.md)
- [October 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/october-2025.md)
- [September 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/september-2025.md)
- [August 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/august-2025.md)
- [July 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/july-2025.md)
- [June 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/june-2025.md)
- [May 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/may-2025.md)
- [April 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/april-2025.md)
- [March 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/march-2025.md)
- [February 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/february-2025.md)
- [January 2025](https://docs.ionos.com/cloud/release-notes/previous-releases/2025/january-2025.md)
- [2024 Releases](https://docs.ionos.com/cloud/release-notes/previous-releases/2024.md)
- [December 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/december-2024.md)
- [November 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/november-2024.md)
- [October 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/october-2024.md)
- [August 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/august-2024.md)
- [July 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/july-2024.md)
- [June 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/june-2024.md)
- [May 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/may-2024.md)
- [April 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/april-2024.md)
- [March 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/march-2024.md)
- [February 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/february-2024.md)
- [January 2024](https://docs.ionos.com/cloud/release-notes/previous-releases/2024/january-2024.md)
- [2023 Releases](https://docs.ionos.com/cloud/release-notes/previous-releases/2023.md)
- [December 2023](https://docs.ionos.com/cloud/release-notes/previous-releases/2023/december-2023.md)
- [November 2023](https://docs.ionos.com/cloud/release-notes/previous-releases/2023/november-2023.md)
- [October 2023](https://docs.ionos.com/cloud/release-notes/previous-releases/2023/october-2023.md)
- [September 2023](https://docs.ionos.com/cloud/release-notes/previous-releases/2023/september-2023.md)
- [August 2023](https://docs.ionos.com/cloud/release-notes/previous-releases/2023/august-2023.md)
- [July 2023](https://docs.ionos.com/cloud/release-notes/previous-releases/2023/july-2023.md)
- [June 2023](https://docs.ionos.com/cloud/release-notes/previous-releases/2023/june-2023.md)
- [May 2023](https://docs.ionos.com/cloud/release-notes/previous-releases/2023/may-2023.md)
- [Get Started](https://docs.ionos.com/cloud/set-up-ionos-cloud/get-started.md)
- [Log in to the Data Center Designer](https://docs.ionos.com/cloud/set-up-ionos-cloud/get-started/log-in-dcd.md)
- [Create a Data Center](https://docs.ionos.com/cloud/set-up-ionos-cloud/get-started/create-data-center.md)
- [Use the Canvas Mode](https://docs.ionos.com/cloud/set-up-ionos-cloud/get-started/create-data-center/use-canvas.md)
- [Use the Xpress Mode](https://docs.ionos.com/cloud/set-up-ionos-cloud/get-started/create-data-center/use-xpress.md)
- [Configure a Data Center](https://docs.ionos.com/cloud/set-up-ionos-cloud/get-started/configure-data-center.md)
- [Set User Privileges for Data Center](https://docs.ionos.com/cloud/set-up-ionos-cloud/get-started/set-user-privileges-data-center.md)
- [Data Center Designer](https://docs.ionos.com/cloud/set-up-ionos-cloud/data-center-designer.md)
- [Account Management](https://docs.ionos.com/cloud/set-up-ionos-cloud/account-management.md)
- [My Customer Data](https://docs.ionos.com/cloud/set-up-ionos-cloud/account-management/my-customer-data.md)
- [Payment Details](https://docs.ionos.com/cloud/set-up-ionos-cloud/account-management/payment-details.md)
- [Account Security](https://docs.ionos.com/cloud/set-up-ionos-cloud/account-management/account-security.md)
- [DCD Default Settings](https://docs.ionos.com/cloud/set-up-ionos-cloud/account-management/dcd-default-settings.md)
- [Management](https://docs.ionos.com/cloud/set-up-ionos-cloud/management.md)
- [Identity and Access Management](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management.md)
- [Users & Groups](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/user-management.md)
- [Password Policy](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/password-policy-management.md)
- [Token Manager](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/token-manager.md)
- [IAM Federation](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation.md)
- [Overview](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/overview.md)
- [Features and Benefits](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/overview/features-benefits.md)
- [How-Tos](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/how-tos.md)
- [Set User Privileges](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/how-tos/set-user-privileges-iam-dcd.md)
- [Configure IAM Federation](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/how-tos/configure-iam-federation.md)
- [Create a TXT Domain Record](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/how-tos/create-txt-domain-record.md)
- [Manage User Account in IAM Federation](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/how-tos/manage-user-account-iam-federation.md)
- [Log in to the Data Center Designer Using IDP](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/how-tos/log-in-dcd-identity-provider.md)
- [API How-Tos](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos.md)
- [Set User Privileges through the API](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/set-user-privileges-identity-federation-api.md)
- [Create Identity Provider](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/create-identity-provider.md)
- [Retrieve an Identity Provider](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/retrieve-identity-provider.md)
- [Retrieve all Identity Providers](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/retrieve-all-identity-providers.md)
- [Ensure Identity Provider](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/ensure-identity-provider.md)
- [Delete an Identity Provider](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/delete-identity-provider.md)
- [Request Domain Ownership](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/request-domain-ownership.md)
- [Verify Domain Ownership](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/verify-domain-ownership.md)
- [Retrieve Domain](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/retrieve-domain.md)
- [Retrieve all Domains](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/retrieve-all-domains.md)
- [Delete Domain](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/delete-domain.md)
- [Retrieve Link](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/retrieve-link.md)
- [Retrieve all Links](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/api-how-tos/retrieve-all-links.md)
- [FAQ](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/identity-access-management/iam-federation/iam-federation-faq.md)
- [Usage](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage.md)
- [Cost & Usage](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cost-and-usage.md)
- [Cloud Savings Plans](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans.md)
- [Overview](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/overview.md)
- [Features and Benefits](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/overview/features-benefits.md)
- [Limitations](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/overview/limitations.md)
- [Use Cases](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/use-cases.md)
- [DCD How-Tos](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/how-tos.md)
- [Create Cloud Savings Plans](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/how-tos/create-cloud-savings-plans.md)
- [Modify Cloud Savings Plan's Name](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/how-tos/modify-cloud-savings-plans-name.md)
- [View Cloud Savings Plans](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/how-tos/view-cloud-savings-plans.md)
- [FAQ](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cloud-savings-plans/cloud-savings-plans-faq.md)
- [Cost Alert](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/cost-alert.md)
- [Resource Overview](https://docs.ionos.com/cloud/set-up-ionos-cloud/management/usage/resource-overview.md)
- [AI Model Hub](https://docs.ionos.com/cloud/ai/ai-model-hub.md)
- [Overview](https://docs.ionos.com/cloud/ai/ai-model-hub/ai-model-hub.md)
- [Models](https://docs.ionos.com/cloud/ai/ai-model-hub/models.md)
- [Models Comparison](https://docs.ionos.com/cloud/ai/ai-model-hub/models/models-comparison.md)
- [Large Language Models](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms.md)
- [Qwen3.5 9B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/qwen3-5-9b.md)
- [Mistral Nemo 12B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/mistral-nemo.md)
- [Mistral Small 24B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/mistral-small-24b.md)
- [Qwen3.8 27B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/qwen3-8-27b.md)
- [Llama 3.3 70B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/meta-llama-3-3-70b.md)
- [GPT-OSS 120B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/openai-gpt-oss-120b.md)
- [Qwen3.5 397B A17B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/qwen3-5-397b.md)
- [Coding Models](https://docs.ionos.com/cloud/ai/ai-model-hub/models/coding-models.md)
- [Qwen3 Coder Next 80B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/coding-models/qwen3-coder-next-80b.md)
- [Embedding Models](https://docs.ionos.com/cloud/ai/ai-model-hub/models/embedding-models.md)
- [BGE Large v1.5](https://docs.ionos.com/cloud/ai/ai-model-hub/models/embedding-models/bge-large-1-5.md)
- [BGE M3](https://docs.ionos.com/cloud/ai/ai-model-hub/models/embedding-models/bge-m3.md)
- [Paraphrase Multilingual MPNet v2](https://docs.ionos.com/cloud/ai/ai-model-hub/models/embedding-models/paraphrase-multilingual-mpnet-v2.md)
- [Qwen3 VL Embedding 8B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/embedding-models/qwen3-vl-embedding-8b.md)
- [Reranking Models](https://docs.ionos.com/cloud/ai/ai-model-hub/models/reranking-models.md)
- [Qwen3 VL Reranker 8B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/reranking-models/qwen3-vl-reranker-8b.md)
- [Image Generation Models](https://docs.ionos.com/cloud/ai/ai-model-hub/models/image-generation-models.md)
- [FLUX.1-schnell](https://docs.ionos.com/cloud/ai/ai-model-hub/models/image-generation-models/flux-1-schnell.md)
- [FLUX.2-klein-4B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/image-generation-models/flux-2-klein-4b.md)
- [OCR Models](https://docs.ionos.com/cloud/ai/ai-model-hub/models/ocr-models.md)
- [LightOnOCR-2-1B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/ocr-models/lightonocr-2-1b.md)
- [Advanced Concepts](https://docs.ionos.com/cloud/ai/ai-model-hub/advanced-concepts.md)
- [Embeddings](https://docs.ionos.com/cloud/ai/ai-model-hub/advanced-concepts/embeddings.md)
- [Tool Calling](https://docs.ionos.com/cloud/ai/ai-model-hub/advanced-concepts/tool-calling.md)
- [How-Tos](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos.md)
- [Access Management](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/access-management.md)
- [Rate Limits](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/rate-limits.md)
- [Text Generation](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/text-generation.md)
- [Responses API](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/responses.md)
- [Migration Guide from the Legacy predictions Endpoint](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/migration-guide.md)
- [Enrich Text with AI-Generated Images](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/enrich-generated-images.md)
- [Tool Calling](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/tool-calling.md)
- [Image Generation](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/image-generation.md)
- [Image Generation with IONOS CLOUD AI Model Hub](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/image-edits.md)
- [Text Embeddings](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/text-embeddings.md)
- [Reranking](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/reranking.md)
- [Document Collections](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/document-collections.md)
- [Retain Your Document Collections Data in a Self-Managed Vector Store](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/document-collections/migrate-from-document-collections.md)
- [Intelligent Document Search with AI](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/semantic-file-search.md)
- [Retrieval Augmented Generation](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/retrieval-augmented-generation.md)
- [Tool Integration](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/tool-integration.md)
- [OpenCode Integration](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/opencode-integration.md)
- [Image Input](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/image-input.md)
- [Optical Character Recognition (OCR)](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/ocr.md)
- [Extract Text from PDF Documents](https://docs.ionos.com/cloud/ai/ai-model-hub/how-tos/pdf-to-text.md)
- [Governance & Compliance](https://docs.ionos.com/cloud/ai/ai-model-hub/governance-and-compliance.md)
- [Data Handling](https://docs.ionos.com/cloud/ai/ai-model-hub/governance-and-compliance/data-handling.md)
- [European Union AI Act](https://docs.ionos.com/cloud/ai/ai-model-hub/governance-and-compliance/eu-ai-act.md)
- [Error Codes](https://docs.ionos.com/cloud/ai/ai-model-hub/error-codes.md)
- [Troubleshooting](https://docs.ionos.com/cloud/ai/ai-model-hub/troubleshoMeasured from the saved file
Size measures the captured UTF-8 text, not compressed transfer size. Tokens are counted with a named tokenizer; other models can count differently. Neither measure establishes context compatibility or answer quality.
Context architecture
19 H2 sections organize 7146 parsed Markdown links. 7146 links point to .md or .markdown paths; 0 link occurrences use another hostname. Linked destinations have not been recursively validated.
| H2 section | Links | UTF-8 bytes | Tokens |
|---|---|---|---|
| GuidesLine 3 | 1112 | 171249 | 43551 |
| Developer ReferenceLine 1118 | 31 | 3420 | 885 |
| API ReferenceLine 1152 | 828 | 100918 | 25127 |
| Go SDKsLine 1983 | 2015 | 199015 | 55629 |
| Java SDKsLine 4017 | 403 | 37684 | 10223 |
| Python SDKsLine 4429 | 489 | 47041 | 11975 |
| Ruby SDKsLine 4928 | 416 | 38984 | 10535 |
| Node.js SDKsLine 5353 | 431 | 41404 | 10901 |
| AnsibleLine 5793 | 241 | 28356 | 7876 |
| CLILine 6037 | 665 | 81883 | 20465 |
| CrossplaneLine 6705 | 24 | 3015 | 758 |
| Docker Machine DriverLine 6732 | 12 | 1231 | 306 |
| PulumiLine 6747 | 2 | 176 | 44 |
| TerraformLine 6752 | 373 | 52495 | 14058 |
| SDK & Tools HomeLine 7128 | 14 | 2289 | 586 |
| SupportLine 7145 | 18 | 1958 | 494 |
| H2 section | Links | UTF-8 bytes | Tokens |
|---|---|---|---|
| TutorialsLine 7166 | 48 | 7055 | 1761 |
| Partner ProgramLine 7217 | 24 | 6167 | 1297 |
| Querying This DocumentationLine 7250 | 0 | 931 | 200 |
Link counts exclude parsed fenced and inline code and resolve relative destinations against the final endpoint. Section sizes cover the text below each H2 until the next H2.
Embedded material
Embedded example text and links to further documentation are counted separately. A code block does not establish that a sample runs or that an authentication flow succeeds.
Source line 7256 · unlabeled
GET https://docs.ionos.com/cloud/index.md?ask=<question>&goal=<user_goal>Publisher prioritization
No H2 section named “Optional” was detected in this file.
The community proposal uses Optional by convention for secondary links that can be skipped for a shorter context. This label does not establish that everything outside it is critical, or that the material inside it is deprecated.
Machine-readable routes
MCP-related text was detected in the captured file. 36 links have MCP-related labels or paths. 0 fenced lines match mcpServers, mcp_servers or an mcp add command.
These are text and link observations. No MCP server connection, authentication or tool call was tested.
Index and bundle
Verified text companion
A verified text response establishes a companion at the checked URL. It does not prove the bundle contains all product documentation, that generation is automated, or that it fits an assistant’s context window.
Change evidence
This capture establishes a baseline. Update frequency cannot be determined from one observation.
118 links have release, changelog, deprecation or migration terms in their labels or paths. These provide places to investigate product changes separately.
File changes can reveal documentation edits or navigation changes. They do not by themselves measure product release velocity, accuracy, agent adoption or AI visibility.
cb2e62588d947cc6054bdc854f584e7bbe96bfbcf581a382a9603a02cb790e30Counts use a deterministic parser, not a spec-compliance grade. Unusual Markdown and indented code can fall outside its recognized patterns. See the llms.txt proposal and tokenizer implementation.