XWhy explainers¶
This page is the authoritative capability map for the current documentation release.
| Explainer area | Input or system context | Intended explanation task | Status |
|---|---|---|---|
| Image Classification | Image | Local image-region influence on classification | Available |
| Image Generation & Editing | Prompt, optional source image, and other model conditioning | Prompt and conditioning influence on generated or edited images | Available |
| LLM | Prompt and generated response | Local prompt influence on response behaviour | Available |
| Tabular | Structured features | Feature influence on classification and regression | Available |
| Text | Text input | Word-level influence on conventional text-model predictions | Available |
| Point Cloud | 3D points or point groups | Local influence on 3D prediction | Available |
| Time Series | Ordered observations | Influence of observations, windows, and temporal patterns | Coming soon |
| Multimodal | Two or more modalities | Modality-specific and cross-modal contributions | Coming soon |
| Agentic AI | Agent trajectory including plans, retrieval, memory, tools, states, and actions | Explain decisions, actions, state transitions, and uncertainty or failure propagation within an autonomous agent | Coming soon |
| Multi-Agent AI | Interacting agents, messages, roles, dependencies, and shared state | Explain agent contribution, communication, coordination, disagreement, and uncertainty or failure propagation across agents | Coming soon |
The current generative-image API is ImageGenerationAndEditingExplainer. The Image Generation and Editing Examples page describes comprehensive examples for generating and editing images using OpenAI, ByteDance, Gemini, and other compatible providers.
Agentic AI and Multi-Agent AI are currently research-roadmap areas rather than exported explainers. Their documentation defines intended explanation targets and evaluation principles without implying that executable implementations already exist.
Status definitions¶
Available means an executable implementation and dedicated guide exist in the repository.
Under construction means a public interface is present, but a supported end-to-end workflow is not yet available.
Coming soon means the documentation reserves a stable location for a planned capability that is not currently implemented.