> For the complete documentation index, see [llms.txt](https://docs.ionos.com/cloud/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.ionos.com/cloud/ai.md).

# AI

- [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)
- [Llama 3.1 8B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/meta-llama-3-1-8b.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)
- [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)
- [Llama 3.1 405B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/llms/meta-llama-3-1-405b.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)
- [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)
- [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)
- [Troubleshooting](https://docs.ionos.com/cloud/ai/ai-model-hub/troubleshooting.md)
- [FAQ](https://docs.ionos.com/cloud/ai/ai-model-hub/faqs.md)
- [MCP Server](https://docs.ionos.com/cloud/ai/mcp-server.md)
- [Overview](https://docs.ionos.com/cloud/ai/mcp-server/overview.md)
- [Quick Start](https://docs.ionos.com/cloud/ai/mcp-server/quick-start.md)
- [Connect to an AI Client](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client.md)
- [Claude Code](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/claude-code.md)
- [Claude Desktop](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/claude-desktop.md)
- [Cline](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/cline.md)
- [Continue](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/continue.md)
- [Cursor](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/cursor.md)
- [Gemini CLI](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/gemini-cli.md)
- [JetBrains AI Assistant](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/jetbrains.md)
- [Kiro](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/kiro.md)
- [OpenCode](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/opencode.md)
- [VS Code](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/vs-code.md)
- [Windsurf](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/windsurf.md)
- [Zed](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/zed.md)
- [Other MCP-Compatible Clients](https://docs.ionos.com/cloud/ai/mcp-server/connect-to-an-ai-client/other-clients.md)
- [Configuration](https://docs.ionos.com/cloud/ai/mcp-server/configuration.md)
- [Authentication](https://docs.ionos.com/cloud/ai/mcp-server/configuration/authentication.md)
- [Environment Variables](https://docs.ionos.com/cloud/ai/mcp-server/configuration/environment-variables.md)
- [Selective Tool Loading](https://docs.ionos.com/cloud/ai/mcp-server/configuration/selective-tool-loading.md)
- [Use Cases](https://docs.ionos.com/cloud/ai/mcp-server/use-cases.md)
- [Manage Infrastructure with AI](https://docs.ionos.com/cloud/ai/mcp-server/use-cases/manage-infrastructure.md)
- [Use IONOS CLOUD Resources in Agentic Workflows](https://docs.ionos.com/cloud/ai/mcp-server/use-cases/agentic-workflows.md)
- [Security Audit with AI](https://docs.ionos.com/cloud/ai/mcp-server/use-cases/security-audit.md)
- [Query Billing and Cost Data](https://docs.ionos.com/cloud/ai/mcp-server/use-cases/query-billing-data.md)
- [FinOps and FOCUS Billing](https://docs.ionos.com/cloud/ai/mcp-server/use-cases/finops-focus-billing.md)
- [Fully Sovereign AI Workflow](https://docs.ionos.com/cloud/ai/mcp-server/use-cases/sovereign-ai-workflow.md)
- [Troubleshooting](https://docs.ionos.com/cloud/ai/mcp-server/troubleshooting.md)
- [FAQ](https://docs.ionos.com/cloud/ai/mcp-server/faq.md)
- [Tool Reference](https://docs.ionos.com/cloud/ai/mcp-server/tool-reference.md)


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