new change

generate-release-notes.js

@@ -6,8 +6,8 @@ const octokit = new Octokit({
   auth: process.env.GITHUB_TOKEN,
 });
 
-const owner = 'your-github-username';
-const repo = 'your-repository-name';
+const owner = 'WriteMayur';
+const repo = 'docs-website';
 const developBranch = 'develop';
 const releaseNotesDir = 'release-notes';
 const releaseNotesFile = path.join(releaseNotesDir, 'release-notes.md');

src/content/docs/serverless-function-monitoring/aws-lambda-monitoring/response-stream.mdx

@@ -0,0 +1,116 @@
+---
+title: New Relic integration for Lambda response streaming 
+metaDescription: "Learn how to monitor AWS Lambda functions that utilize response streaming in the New Relic."
+freshnessValidatedDate: never
+tags:
+    - aws
+    - lambda
+    - response stream monitoring
+    - ai monitoring
+---
+
+
+
+{/* 
+
+Questions to PM:
+
+1. This is an Limited Preview release or PP or GA release?
+2. Does the legal review required?
+3. New gif for the UI.
+4. Will this feature be display to all the customer or any specific pricing plan customers, like advance compute or advance-core compute?
+
+*/}
+
+
+Integrate your AWS [Lambda response streaming](https://aws.amazon.com/blogs/compute/introducing-aws-lambda-response-streaming/) in the New Relic platform to monitor AWS Lambda functions that utilize response streaming within the Node.js runtime applications. This integration allows you to gain real-time insights into the performance and behavior of your serverless applications that has AI workloads.
+
+
+
+## Prerequisites [#prerequisites]
+
+* A New Relic account with either an [admin role](/docs/accounts/accounts-billing/new-relic-one-user-management/introduction-managing-users/) or have the Infrastructure manager [add-on role](/docs/accounts/accounts-billing/new-relic-one-user-management/introduction-managing-users/).
+* Check that your Lambda function meets our [compatibility and requirements](/docs/serverless-function-monitoring/aws-lambda-monitoring/instrument-lambda-function/compatibility-requirement-lambda-monitoring).
+* Install and configure [Lambda monitoring on New Relic](/docs/serverless-function-monitoring/aws-lambda-monitoring/instrument-lambda-function/compatibility-requirement-lambda-monitoring).
+
+
+## Integrate Lambda response streaming [#integrate-response-streaming]
+
+To enable response streaming monitoring for your Node.js Lambda functions:
+
+1. Add the following [environment variable](/docs/serverless-function-monitoring/aws-lambda-monitoring/instrument-lambda-function/env-variables-lambda) to the required Lambda function for New Relic Lambda response streaming monitoring:
+
+    ```bash
+    NEW_RELIC_MACHINE_LEARNING_ENABLED=true
+    NEW_RELIC_ML_INSIGHTS_EVENTS_ENABLED=true
+    NEW_RELIC_AI_MONITORING_ENABLED=true
+    ```
+2. Save the changes and deploy the function.
+
+    After deployment, you can view the Lambda response streaming data in the New Relic platform. For more information, See (View the Lambda response streaming data)[#view-response-streaming-data].
+
+
+## View and use the Lambda response streaming data [#view-response-streaming-data]
+
+To view the Lambda response streaming data in the New Relic platform:
+
+1. Log in to your New Relic account.
+2. Go to the **left navigation pane > All Capabilities > Serverless Functions**.
+3. Select the required Lambda function that utilizes response streaming.
+4. Click **AI Responses** in the **More views** section.
+
+    <img
+      title="New Relic AI Responses page"
+      alt="Lambda response monitoring in the New Relic platform"
+      src="/images/ss-ai-response-page.gif"
+    />
+
+    On the **AI Responses** page, monitor the following metrics related to AI responses:
+        <table>
+            <thead>
+                <tr>
+                    <th>Metric</th>
+                    <th>Description</th>
+                </tr>
+            </thead>
+            <tbody>
+                <tr>
+                    <td>Total response</td>
+                    <td>Displays the total number of responses generated by the Lambda function.</td>
+                </tr>
+                <tr>
+                    <td>Response time</td>
+                    <td>Displays the time taken for the Lambda function to generate and stream the response.</td>
+                </tr>
+                <tr>
+                    <td>Token usage per response</td>
+                    <td>Displays the number of tokens processed per response.</td>
+                </tr>
+                <tr>
+                    <td>Errors</td>
+                    <td>Lists any errors encountered during the response streaming process.</td>
+                </tr>
+                <tr>
+                    <td>Number of calls to LLMs</td>
+                    <td>Tracks how many times the Lambda function interacts with LLMs to offer insight into usage patterns.</td>
+                </tr>
+                <tr>
+                    <td>Average tokens per response</td>
+                    <td>Provides the average number of tokens processed in each response to understand data volume.</td>
+                </tr>
+                <tr>
+                    <td>Positive and negative feedback</td>
+                    <td>Displays the user feedback sentiment to assess AI response quality.</td>
+                </tr>
+                <tr>
+                    <td>Responses with feedback</td>
+                    <td>Counts responses that have received user feedback for qualitative analysis.</td>
+                </tr>
+                <tr>
+                    <td>Average token rate in seconds</td>
+                    <td>Displays the rate at which tokens are processed to offer insight into processing speed.</td>
+                </tr>
+            </tbody>
+        </table>
+    For more about our UI, see [Intro to the New Relic platform](/docs/new-relic-solutions/new-relic-one/introduction-new-relic-platform).
+