# Application Development

- [How to Run LLM using Crynux Network](https://docs.crynux.io/application-development/how-to-run-llm-using-crynux-network.md)
- [Supported Models](https://docs.crynux.io/application-development/how-to-run-llm-using-crynux-network/supported-models.md)
- [Tool Use/Function Calling](https://docs.crynux.io/application-development/how-to-run-llm-using-crynux-network/tool-use.md)
- [Structured Output](https://docs.crynux.io/application-development/how-to-run-llm-using-crynux-network/structured-ouput.md)
- [Vision Language Models (VLM)](https://docs.crynux.io/application-development/how-to-run-llm-using-crynux-network/vision-language-models.md)
- [Integration with LangChain & LangGraph](https://docs.crynux.io/application-development/how-to-run-llm-using-crynux-network/langchain.md)
- [Hermes Agent Integration](https://docs.crynux.io/application-development/how-to-run-llm-using-crynux-network/hermes-agent-integration.md)
- [How to Fine-tune a Stable Diffusion Model using Crynux Network](https://docs.crynux.io/application-development/how-to-finetune-a-stable-diffusion-model-using-crynux-network.md)
- [Crynux Bridge](https://docs.crynux.io/application-development/crynux-bridge.md): How to Start a Crynux Bridge Locally
- [Application Workflow](https://docs.crynux.io/application-development/application-workflow.md): Use the Crynux Network as the inference API
- [Execute Tasks](https://docs.crynux.io/application-development/execute-tasks.md)
- [Text-to-Image Task](https://docs.crynux.io/application-development/execute-tasks/text-to-image-task.md): How to define a text-to-image task
- [Text-to-Text Task](https://docs.crynux.io/application-development/execute-tasks/text-to-text-task.md): How to define a text-to-text task
- [Text-to-Music Task](https://docs.crynux.io/application-development/execute-tasks/text-to-music-task.md): How to define a text-to-music task
- [Text-to-Video Task](https://docs.crynux.io/application-development/execute-tasks/text-to-video-task.md): How to define a text-to-video task
- [Fine-Tuning Task](https://docs.crynux.io/application-development/execute-tasks/fine-tuning-task.md)
- [API Specification of the Relay](https://docs.crynux.io/application-development/api-specification-of-the-relay.md): The OpenAPI specification of the Relay
- [Crynux SDK](https://docs.crynux.io/application-development/crynux-sdk.md): SDKs to bootstrap the application development


---

# 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.crynux.io/application-development.md?ask=<question>
```

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.