diff --git a/docs/docs/Components/bundles-amazon.mdx b/docs/docs/Components/bundles-amazon.mdx
index a5a3d3cc07..57b5c6e049 100644
--- a/docs/docs/Components/bundles-amazon.mdx
+++ b/docs/docs/Components/bundles-amazon.mdx
@@ -11,7 +11,7 @@ import { GraduatedBundleInstall } from '@site/docs/_partial-bundle-graduated-ins
 
 This page describes the components that are available in the **Amazon** bundle.
 
-<GraduatedBundleInstall packageName="lfx-amazon" providerName="Amazon" />
+<GraduatedBundleInstall packageName="lfx-amazon" />
 
 ## Amazon Bedrock Converse
 
diff --git a/docs/docs/Components/bundles-anthropic.mdx b/docs/docs/Components/bundles-anthropic.mdx
index 323d6f32ae..76075c4608 100644
--- a/docs/docs/Components/bundles-anthropic.mdx
+++ b/docs/docs/Components/bundles-anthropic.mdx
@@ -11,7 +11,7 @@ import { GraduatedBundleInstall } from '@site/docs/_partial-bundle-graduated-ins
 
 This page describes the components that are available in the **Anthropic** bundle.
 
-<GraduatedBundleInstall packageName="lfx-anthropic" providerName="Anthropic" />
+<GraduatedBundleInstall packageName="lfx-anthropic" />
 
 For more information about Anthropic features and functionality used by Anthropic components, see the [Anthropic documentation](https://docs.anthropic.com/en/docs/intro).
 
diff --git a/docs/docs/Components/bundles-cohere.mdx b/docs/docs/Components/bundles-cohere.mdx
index ac2b8c6d7e..34e67a2820 100644
--- a/docs/docs/Components/bundles-cohere.mdx
+++ b/docs/docs/Components/bundles-cohere.mdx
@@ -11,7 +11,7 @@ import { GraduatedBundleInstall } from '@site/docs/_partial-bundle-graduated-ins
 
 This page describes the components that are available in the **Cohere** bundle.
 
-<GraduatedBundleInstall packageName="lfx-cohere" providerName="Cohere" />
+<GraduatedBundleInstall packageName="lfx-cohere" />
 
 For more information about Cohere features and functionality used by Cohere components, see the [Cohere documentation](https://cohere.ai/).
 
diff --git a/docs/docs/Components/bundles-datastax.mdx b/docs/docs/Components/bundles-datastax.mdx
index 6a426cfdcb..393a04cd18 100644
--- a/docs/docs/Components/bundles-datastax.mdx
+++ b/docs/docs/Components/bundles-datastax.mdx
@@ -14,7 +14,7 @@ import { GraduatedBundleInstall } from '@site/docs/_partial-bundle-graduated-ins
 
 This page describes the components that are available in the **DataStax** bundle, including components that read and write to Astra DB databases.
 
-<GraduatedBundleInstall packageName="lfx-datastax" providerName="DataStax" />
+<GraduatedBundleInstall packageName="lfx-datastax" />
 
 ## Astra DB
 
diff --git a/docs/docs/Components/bundles-openai.mdx b/docs/docs/Components/bundles-openai.mdx
index 318ec5f519..5c5a1f8b9c 100644
--- a/docs/docs/Components/bundles-openai.mdx
+++ b/docs/docs/Components/bundles-openai.mdx
@@ -11,7 +11,7 @@ import { GraduatedBundleInstall } from '@site/docs/_partial-bundle-graduated-ins
 
 This page describes the components that are available in the **OpenAI** bundle.
 
-<GraduatedBundleInstall packageName="lfx-openai" providerName="OpenAI" />
+<GraduatedBundleInstall packageName="lfx-openai" />
 
 For more information about OpenAI features and functionality used by OpenAI components, see the [OpenAI documentation](https://platform.openai.com/docs/overview).
 
diff --git a/docs/docs/Components/concepts-components.mdx b/docs/docs/Components/concepts-components.mdx
index 6cd2ee70a0..bfafcaf53a 100644
--- a/docs/docs/Components/concepts-components.mdx
+++ b/docs/docs/Components/concepts-components.mdx
@@ -20,10 +20,10 @@ To add a component to a flow, drag the component from the <Icon name="Component"
 
 Components are grouped by type or provider, and some components are hidden by default:
 
-* <Icon name="Component" aria-hidden="true" /> **Core components**: Langflow's base components are grouped by purpose, such as **Inputs and Outputs** or **Data**.
+* <Icon name="Component" aria-hidden="true" /> **Core components**: Langflow's base components are grouped by purpose, such as **Input / Output** or **Flow Controls**.
 These components either provide generic functionality, like loops and parsing, or they provide single components that support multiple third-party integrations.
 
-* <Icon name="Blocks" aria-hidden="true" /> **Bundles**: Bundles contain one or more components that support specific third-party integrations, and they are grouped by service provider.
+* <Icon name="Blocks" aria-hidden="true" /> **Bundles**: Bundles contain one or more components that support specific third-party integrations, and they are grouped by service provider. For more information, see [About bundles](/components-bundle-components).
 
 * **Legacy**: These components are hidden by default.
 For more information, see [Legacy components](#legacy-components).
diff --git a/docs/docs/_partial-bundle-graduated-install.mdx b/docs/docs/_partial-bundle-graduated-install.mdx
index d2a74de579..3c979eee6a 100644
--- a/docs/docs/_partial-bundle-graduated-install.mdx
+++ b/docs/docs/_partial-bundle-graduated-install.mdx
@@ -1,22 +1,29 @@
 import Admonition from '@theme/Admonition';
 
 export const GraduatedBundleInstall = ({packageName}) => {
-  const providerNames = {
-    'lfx-openai': 'OpenAI',
-    'lfx-anthropic': 'Anthropic',
-    'lfx-amazon': 'Amazon',
-    'lfx-datastax': 'DataStax',
-    'lfx-cohere': 'Cohere',
+  const providers = {
+    'lfx-openai':    {name: 'OpenAI',         coreSupport: true},
+    'lfx-anthropic': {name: 'Anthropic',      coreSupport: true},
+    'lfx-amazon':    {name: 'Amazon Bedrock', coreSupport: true},
+    'lfx-cohere':    {name: 'Cohere',         coreSupport: true},
+    'lfx-datastax':  {name: 'DataStax',       coreSupport: false},
   };
-  const providerName = providerNames[packageName] ?? packageName;
+
+  const {name, coreSupport} = providers[packageName] ?? {name: packageName, coreSupport: false};
+
   return (
-    <Admonition type="note" title="Bundle installation required">
-      <p>The <strong>{providerName}</strong> bundle is a standalone partner package and is <strong>not</strong> included in a standard <code>uv pip install langflow</code> installation.</p>
-      <p>To install it, run:</p>
-      <pre><code>uv pip install {packageName}</code></pre>
-      <p>After installation, restart Langflow. To confirm the bundle loaded, run:</p>
-      <pre><code>lfx extension list</code></pre>
-      <p>For more information, see <a href="/get-started-installation#bundle-install">Install Langflow bundle components</a>.</p>
+    <Admonition type="info" title="Bundle installation required">
+      {coreSupport && (
+        <p>Basic {name} support is already included in all Langflow installations through the core <a href="/components-models">Language Model</a> component. This bundle adds an enhanced {name} component with additional provider-specific parameters.</p>
+      )}
+      <p>The <strong>{name}</strong> bundle is a standalone partner package and is <strong>not</strong> included in a standard <code>uv pip install langflow</code>.</p>
+      <p>To install it, do the following:</p>
+      <ol>
+        <li>Run <code>uv pip install {packageName}</code>.</li>
+        <li>Restart Langflow.</li>
+        <li>To confirm the bundle loaded, run <code>lfx extension list</code>.</li>
+      </ol>
+      <p>For more information, see <a href="/components-bundle-components#bundle-install">Install bundle components</a>.</p>
     </Admonition>
   );
 };
diff --git a/docs/docs/_partial-bundle-lfx-bundles-install.mdx b/docs/docs/_partial-bundle-lfx-bundles-install.mdx
index ec36281b10..25e903b63c 100644
--- a/docs/docs/_partial-bundle-lfx-bundles-install.mdx
+++ b/docs/docs/_partial-bundle-lfx-bundles-install.mdx
@@ -1,19 +1,13 @@
-:::note Bundle installation required
+:::info Bundle installation required
 
-This bundle is part of the **`lfx-bundles`** metapackage and is **not** included in a standard `uv pip install langflow` installation.
+This bundle is part of the `lfx-bundles` metapackage and is **not** included in a standard `uv pip install langflow` installation.
 
-To install it, run:
+To install it, do the following:
 
-  ```bash
-  uv pip install lfx-bundles
-  ```
-
-Restart Langflow and confirm the bundle loaded:
-
-   ```bash
-   lfx extension list
-   ```
+1. Run `uv pip install lfx-bundles`.
+2. Restart Langflow.
+3. To confirm the bundle loaded, run `lfx extension list`.
 
 For more information, see [Install Langflow bundle components](/components-bundle-components).
 
-:::
+:::
\ No newline at end of file