Update sampler node docs.

js/docs/Sage_KSamplerAudioDecoder.md

@@ -2,11 +2,42 @@
 
 **KSampler + Audio Decoder**
 
-A KSampler node with an audio decoder variant. Outputs both latent and audio data.
+A specialized KSampler node designed for audio generation workflows. It performs sampling on latent audio data and automatically decodes it to audio format, outputting both the denoised latent and decoded audio.
 
-## Parameters
-- **model**: The model to sample from.
-- **sampler_info**: Sampler settings input.
+## Inputs
+
+### Required
+- **model** (MODEL): The model used for denoising the input latent
+- **sampler_info** (SAMPLER_INFO): Most of the KSampler options. Should be piped both here and to the Construct Metadata node
+- **positive** (CONDITIONING): The conditioning describing the attributes you want to include in the audio
+- **negative** (CONDITIONING): The conditioning describing the attributes you want to exclude from the audio
+- **latent_audio** (LATENT): The latent audio to denoise
+- **vae** (VAE): The VAE used for decoding the latent audio
+- **denoise** (FLOAT): The amount of denoising applied, lower values will maintain the structure of the initial audio allowing for audio to audio sampling (default: 1.0, range: 0.0-1.0)
+
+### Optional
+
+- **advanced_info** (ADV_SAMPLER_INFO): Optional. Adds in the options an advanced KSampler would have
+
+## Outputs
+
+- **LATENT**: The denoised latent
+- **AUDIO**: The decoded audio (44.1kHz sample rate with normalized waveform)
 
 ## Usage
-Use for workflows that require audio decoding from latent representations.
+
+This node is specifically designed for audio generation workflows using latent diffusion models. It combines the sampling and decoding steps into a single node for convenience.
+
+Key features:
+
+- Automatic audio normalization (scales by 5x standard deviation, minimum 1.0)
+- Fixed 44.1kHz sample rate output
+- Supports advanced sampling options when connected to Sage_AdvSamplerInfo
+- Works with the Sage_SamplerInfo node for consistent workflow integration
+
+## Notes
+
+- The audio output includes automatic normalization to prevent clipping
+- This node is optimized for audio generation workflows
+- Use with audio-specific VAE models for best results
+- The latent_audio input should come from audio-compatible latent sources