docs: fix doc typos found by g3 presubmit (#9166)

Author: hsubox76

docs-devsite/ai.groundingmetadata.md

@@ -29,7 +29,7 @@ export interface GroundingMetadata
 |  [groundingChunks](./ai.groundingmetadata.md#groundingmetadatagroundingchunks) | [GroundingChunk](./ai.groundingchunk.md#groundingchunk_interface)<!-- -->\[\] | A list of [GroundingChunk](./ai.groundingchunk.md#groundingchunk_interface) objects. Each chunk represents a piece of retrieved content (for example, from a web page). that the model used to ground its response. |
 |  [groundingSupports](./ai.groundingmetadata.md#groundingmetadatagroundingsupports) | [GroundingSupport](./ai.groundingsupport.md#groundingsupport_interface)<!-- -->\[\] | A list of [GroundingSupport](./ai.groundingsupport.md#groundingsupport_interface) objects. Each object details how specific segments of the model's response are supported by the <code>groundingChunks</code>. |
 |  [retrievalQueries](./ai.groundingmetadata.md#groundingmetadataretrievalqueries) | string\[\] |  |
-|  [searchEntryPoint](./ai.groundingmetadata.md#groundingmetadatasearchentrypoint) | [SearchEntrypoint](./ai.searchentrypoint.md#searchentrypoint_interface) | Google Search entry point for web searches. This contains an HTML/CSS snippet that must be embedded in an app to display a Google Search entry point for follow-up web searches related to a model's “Grounded Response”. |
+|  [searchEntryPoint](./ai.groundingmetadata.md#groundingmetadatasearchentrypoint) | [SearchEntrypoint](./ai.searchentrypoint.md#searchentrypoint_interface) | Google Search entry point for web searches. This contains an HTML/CSS snippet that must be embedded in an app to display a Google Search entry point for follow-up web searches related to a model's "Grounded Response". |
 |  [webSearchQueries](./ai.groundingmetadata.md#groundingmetadatawebsearchqueries) | string\[\] | A list of web search queries that the model performed to gather the grounding information. These can be used to allow users to explore the search results themselves. |
 
 ## GroundingMetadata.groundingChunks
@@ -67,7 +67,7 @@ retrievalQueries?: string[];
 
 ## GroundingMetadata.searchEntryPoint
 
-Google Search entry point for web searches. This contains an HTML/CSS snippet that must be embedded in an app to display a Google Search entry point for follow-up web searches related to a model's “Grounded Response”.
+Google Search entry point for web searches. This contains an HTML/CSS snippet that must be embedded in an app to display a Google Search entry point for follow-up web searches related to a model's "Grounded Response".
 
 <b>Signature:</b>
 

docs-devsite/ai.md

@@ -125,7 +125,7 @@ The Firebase AI Web SDK.
 |  [HarmCategory](./ai.md#harmcategory) | Harm categories that would cause prompts or candidates to be blocked. |
 |  [HarmProbability](./ai.md#harmprobability) | Probability that a prompt or candidate matches a harm category. |
 |  [HarmSeverity](./ai.md#harmseverity) | Harm severity levels. |
-|  [ImagenAspectRatio](./ai.md#imagenaspectratio) | <b><i>(Public Preview)</i></b> Aspect ratios for Imagen images.<!-- -->To specify an aspect ratio for generated images, set the <code>aspectRatio</code> property in your [ImagenGenerationConfig](./ai.imagengenerationconfig.md#imagengenerationconfig_interface)<!-- -->.<!-- -->See the the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) for more details and examples of the supported aspect ratios. |
+|  [ImagenAspectRatio](./ai.md#imagenaspectratio) | <b><i>(Public Preview)</i></b> Aspect ratios for Imagen images.<!-- -->To specify an aspect ratio for generated images, set the <code>aspectRatio</code> property in your [ImagenGenerationConfig](./ai.imagengenerationconfig.md#imagengenerationconfig_interface)<!-- -->.<!-- -->See the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) for more details and examples of the supported aspect ratios. |
 |  [ImagenPersonFilterLevel](./ai.md#imagenpersonfilterlevel) | <b><i>(Public Preview)</i></b> A filter level controlling whether generation of images containing people or faces is allowed.<!-- -->See the <a href="http://firebase.google.com/docs/vertex-ai/generate-images">personGeneration</a> documentation for more details. |
 |  [ImagenSafetyFilterLevel](./ai.md#imagensafetyfilterlevel) | <b><i>(Public Preview)</i></b> A filter level controlling how aggressively to filter sensitive content.<!-- -->Text prompts provided as inputs and images (generated or uploaded) through Imagen on Vertex AI are assessed against a list of safety filters, which include 'harmful categories' (for example, <code>violence</code>, <code>sexual</code>, <code>derogatory</code>, and <code>toxic</code>). This filter level controls how aggressively to filter out potentially harmful content from responses. See the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) and the [Responsible AI and usage guidelines](https://cloud.google.com/vertex-ai/generative-ai/docs/image/responsible-ai-imagen#safety-filters) for more details. |
 |  [Modality](./ai.md#modality) | Content part modality. |
@@ -147,7 +147,7 @@ The Firebase AI Web SDK.
 |  [HarmCategory](./ai.md#harmcategory) | Harm categories that would cause prompts or candidates to be blocked. |
 |  [HarmProbability](./ai.md#harmprobability) | Probability that a prompt or candidate matches a harm category. |
 |  [HarmSeverity](./ai.md#harmseverity) | Harm severity levels. |
-|  [ImagenAspectRatio](./ai.md#imagenaspectratio) | <b><i>(Public Preview)</i></b> Aspect ratios for Imagen images.<!-- -->To specify an aspect ratio for generated images, set the <code>aspectRatio</code> property in your [ImagenGenerationConfig](./ai.imagengenerationconfig.md#imagengenerationconfig_interface)<!-- -->.<!-- -->See the the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) for more details and examples of the supported aspect ratios. |
+|  [ImagenAspectRatio](./ai.md#imagenaspectratio) | <b><i>(Public Preview)</i></b> Aspect ratios for Imagen images.<!-- -->To specify an aspect ratio for generated images, set the <code>aspectRatio</code> property in your [ImagenGenerationConfig](./ai.imagengenerationconfig.md#imagengenerationconfig_interface)<!-- -->.<!-- -->See the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) for more details and examples of the supported aspect ratios. |
 |  [ImagenPersonFilterLevel](./ai.md#imagenpersonfilterlevel) | <b><i>(Public Preview)</i></b> A filter level controlling whether generation of images containing people or faces is allowed.<!-- -->See the <a href="http://firebase.google.com/docs/vertex-ai/generate-images">personGeneration</a> documentation for more details. |
 |  [ImagenSafetyFilterLevel](./ai.md#imagensafetyfilterlevel) | <b><i>(Public Preview)</i></b> A filter level controlling how aggressively to filter sensitive content.<!-- -->Text prompts provided as inputs and images (generated or uploaded) through Imagen on Vertex AI are assessed against a list of safety filters, which include 'harmful categories' (for example, <code>violence</code>, <code>sexual</code>, <code>derogatory</code>, and <code>toxic</code>). This filter level controls how aggressively to filter out potentially harmful content from responses. See the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) and the [Responsible AI and usage guidelines](https://cloud.google.com/vertex-ai/generative-ai/docs/image/responsible-ai-imagen#safety-filters) for more details. |
 |  [Modality](./ai.md#modality) | Content part modality. |
@@ -435,7 +435,7 @@ Aspect ratios for Imagen images.
 
 To specify an aspect ratio for generated images, set the `aspectRatio` property in your [ImagenGenerationConfig](./ai.imagengenerationconfig.md#imagengenerationconfig_interface)<!-- -->.
 
-See the the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) for more details and examples of the supported aspect ratios.
+See the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) for more details and examples of the supported aspect ratios.
 
 <b>Signature:</b>
 
@@ -655,7 +655,7 @@ Aspect ratios for Imagen images.
 
 To specify an aspect ratio for generated images, set the `aspectRatio` property in your [ImagenGenerationConfig](./ai.imagengenerationconfig.md#imagengenerationconfig_interface)<!-- -->.
 
-See the the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) for more details and examples of the supported aspect ratios.
+See the [documentation](http://firebase.google.com/docs/vertex-ai/generate-images) for more details and examples of the supported aspect ratios.
 
 <b>Signature:</b>
 

docs-devsite/app.md

@@ -148,7 +148,7 @@ If invoked in an unsupported non-server environment such as a browser.
 
 If [FirebaseServerAppSettings.releaseOnDeref](./app.firebaseserverappsettings.md#firebaseserverappsettingsreleaseonderef) is defined but the runtime doesn't provide Finalization Registry support.
 
-If the `FIREBASE_OPTIONS` enviornment variable does not contain a valid project configuration required for auto-initialization.
+If the `FIREBASE_OPTIONS` environment variable does not contain a valid project configuration required for auto-initialization.
 
 ## function(libraryKeyOrName, ...)
 

packages/ai/src/types/imagen/requests.ts

@@ -215,7 +215,7 @@ export interface ImagenSafetySettings {
  * To specify an aspect ratio for generated images, set the `aspectRatio` property in your
  * {@link ImagenGenerationConfig}.
  *
- * See the the {@link http://firebase.google.com/docs/vertex-ai/generate-images | documentation }
+ * See the {@link http://firebase.google.com/docs/vertex-ai/generate-images | documentation }
  * for more details and examples of the supported aspect ratios.
  *
  * @beta
@@ -249,7 +249,7 @@ export const ImagenAspectRatio = {
  * To specify an aspect ratio for generated images, set the `aspectRatio` property in your
  * {@link ImagenGenerationConfig}.
  *
- * See the the {@link http://firebase.google.com/docs/vertex-ai/generate-images | documentation }
+ * See the {@link http://firebase.google.com/docs/vertex-ai/generate-images | documentation }
  * for more details and examples of the supported aspect ratios.
  *
  * @beta

packages/ai/src/types/responses.ts

@@ -190,7 +190,7 @@ export interface GroundingMetadata {
   /**
    * Google Search entry point for web searches. This contains an HTML/CSS snippet that must be
    * embedded in an app to display a Google Search entry point for follow-up web searches related to
-   * a model's “Grounded Response”.
+   * a model's "Grounded Response".
    */
   searchEntryPoint?: SearchEntrypoint;
   /**

packages/app/src/api.ts

@@ -254,7 +254,7 @@ export function initializeServerApp(
  * @throws If invoked in an unsupported non-server environment such as a browser.
  * @throws If {@link FirebaseServerAppSettings.releaseOnDeref} is defined but the runtime doesn't
  *   provide Finalization Registry support.
- * @throws If the `FIREBASE_OPTIONS` enviornment variable does not contain a valid project
+ * @throws If the `FIREBASE_OPTIONS` environment variable does not contain a valid project
  *   configuration required for auto-initialization.
  *
  * @public

packages/firestore/src/local/indexeddb_persistence.ts

@@ -127,11 +127,11 @@ export const MAIN_DATABASE = 'main';
  * `enablePersistence()` with `{synchronizeTabs:true}`.
  *
  * In multi-tab mode, if multiple clients are active at the same time, the SDK
- * will designate one client as the “primary client”. An effort is made to pick
+ * will designate one client as the "primary client". An effort is made to pick
  * a visible, network-connected and active client, and this client is
  * responsible for letting other clients know about its presence. The primary
  * client writes a unique client-generated identifier (the client ID) to
- * IndexedDb’s “owner” store every 4 seconds. If the primary client fails to
+ * IndexedDb’s "owner" store every 4 seconds. If the primary client fails to
  * update this entry, another client can acquire the lease and take over as
  * primary.
  *