# 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) - [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) - [Coding Models](https://docs.ionos.com/cloud/ai/ai-model-hub/models/coding-models.md) - [Code Llama 13B](https://docs.ionos.com/cloud/ai/ai-model-hub/models/coding-models/meta-code-llama-13b.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) - [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) - [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) - [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) - [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) - [AI Model Studio](https://docs.ionos.com/cloud/ai/ai-model-studio.md) - [Datasets](https://docs.ionos.com/cloud/ai/ai-model-studio/datasets.md) - [Base Models](https://docs.ionos.com/cloud/ai/ai-model-studio/base-models.md) - [Fine-Tuning](https://docs.ionos.com/cloud/ai/ai-model-studio/fine-tuning.md) - [API](https://docs.ionos.com/cloud/ai/ai-model-studio/api.md) - [Data Annotation](https://docs.ionos.com/cloud/ai/ai-model-studio/annotation.md) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.ionos.com/cloud/ai.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.