Update docs to mention deprecation of LanguageModel params (topK and temperature) in non-extension contexts

README.md

@@ -45,6 +45,17 @@ The following are potential goals we are not yet certain of:
 
 Both of these potential goals could pose challenges to interoperability, so we want to investigate more how important such functionality is to developers to find the right tradeoff.
 
+### Deprecation Notice
+
+The following features of the LanguageModel API are **deprecated** and their functionality is now restricted to Chrome Extension contexts only:
+
+*   The static method `LanguageModel.params()`
+*   The instance attributes `languageModel.topK` and `languageModel.temperature`
+*   The `LanguageModelParams` interface and all its attributes (`defaultTopK`, `maxTopK`, `defaultTemperature`, `maxTemperature`)
+*   The `topK` and `temperature` options within `LanguageModel.create()`
+
+These features may be completely removed in the future. This change is intended to simplify the API and address inconsistencies in parameter support across various models.
+
 ## Examples
 
 ### Zero-shot prompting
@@ -422,16 +433,23 @@ Note that `append()` can also cause [overflow](#tokenization-context-window-leng
 
 ### Configuration of per-session parameters
 
-In addition to the `initialPrompts` option shown above, the currently-configurable model parameters are [temperature](https://huggingface.co/blog/how-to-generate#sampling) and [top-K](https://huggingface.co/blog/how-to-generate#top-k-sampling). The `params()` API gives the default and maximum values for these parameters.
+In addition to the `initialPrompts` option shown above, in extension contexts, the currently-configurable model parameters are [temperature](https://huggingface.co/blog/how-to-generate#sampling) and [top-K](https://huggingface.co/blog/how-to-generate#top-k-sampling). The `params()` API gives the default and maximum values for these parameters.
 
-_However, see [issue #42](https://github.com/webmachinelearning/prompt-api/issues/42): sampling hyperparameters are not universal among models._
+**Deprecation Notice:** The `topK` and `temperature` options for `LanguageModel.create()`, the `LanguageModel.params()` static method, and the `languageModel.topK` and `languageModel.temperature` instance attributes are now **deprecated**. These features are only functional within Chrome Extension contexts and will be ignored or unavailable in standard web page contexts. They may be completely removed in a future release.
+
+The `LanguageModel.params()` API, only available in extensions, can be used to query the default and maximum values for these parameters.
+
+_The limited applicability and non-universal nature of these sampling hyperparameters are discussed further in [issue #42](https://github.com/webmachinelearning/prompt-api/issues/42): sampling hyperparameters are not universal among models._
 
 ```js
+// The topK and temperature members of the options object are deprecated. They will only be considered when
+// LanguageModel.create() is called from within a Chrome Extension. In web page contexts, they are ignored.
 const customSession = await LanguageModel.create({
   temperature: 0.8,
   topK: 10
 });
-
+// This interface and all its attributes (`defaultTopK`, `maxTopK`, `defaultTemperature`, `maxTemperature`)
+// are now only available within Chrome Extension contexts. Web pages can no longer call this method.
 const params = await LanguageModel.params();
 const conditionalSession = await LanguageModel.create({
   temperature: isCreativeTask ? params.defaultTemperature * 1.1 : params.defaultTemperature * 0.8,
@@ -706,6 +724,8 @@ The method will return a promise that fulfills with one of the following availab
 An example usage is the following:
 
 ```js
+// The topK and temperature members of the options object are deprecated. They will only be considered when
+// LanguageModel.create() is called from within a Chrome Extension. In web page contexts, they are ignored.
 const options = {
   expectedInputs: [
     { type: "text", languages: ["en", "es"] },

index.bs

@@ -37,6 +37,7 @@ These APIs are part of a family of APIs expected to be powered by machine learni
 interface LanguageModel : EventTarget {
   static Promise<LanguageModel> create(optional LanguageModelCreateOptions options = {});
   static Promise<Availability> availability(optional LanguageModelCreateCoreOptions options = {});
+  // **DEPRECATED**: This method is only available in extension contexts.
   static Promise<LanguageModelParams?> params();
 
   // These will throw "NotSupportedError" DOMExceptions if role = "system"
@@ -61,13 +62,16 @@ interface LanguageModel : EventTarget {
   readonly attribute unrestricted double inputQuota;
   attribute EventHandler onquotaoverflow;
 
+  // **DEPRECATED**: This attribute is only available in extension contexts.
   readonly attribute unsigned long topK;
+  // **DEPRECATED**: This attribute is only available in extension contexts.
   readonly attribute float temperature;
 
   Promise<LanguageModel> clone(optional LanguageModelCloneOptions options = {});
   undefined destroy();
 };
 
+// **DEPRECATED**: This interface and its attributes are only available in extension contexts.
 [Exposed=Window, SecureContext]
 interface LanguageModelParams {
   readonly attribute unsigned long defaultTopK;
@@ -92,7 +96,9 @@ dictionary LanguageModelTool {
 dictionary LanguageModelCreateCoreOptions {
   // Note: these two have custom out-of-range handling behavior, not in the IDL layer.
   // They are unrestricted double so as to allow +Infinity without failing.
+  // **DEPRECATED**: This option is only allowed in extension contexts.
   unrestricted double topK;
+  // **DEPRECATED**: This option is only allowed in extension contexts.
   unrestricted double temperature;
 
   sequence<LanguageModelExpected> expectedInputs;