update notebooks

Author: Bob Strahan

notebooks/examples/demo-lambda/README.md

@@ -15,7 +15,7 @@ The custom prompt generator Lambda feature allows you to:
 ## 📁 Files in This Directory
 
 - **`GENAIIDP-notebook-demo-extractor.py`** - Demo Lambda function with educational business logic
-- **`deploy-demo-lambda.yaml`** - CloudFormation SAM template to deploy the demo function
+- **`template.yml`** - CloudFormation SAM template to deploy the demo function
 - **`README.md`** - This comprehensive documentation and guide
 
 ## 🏗️ Architecture
@@ -68,12 +68,6 @@ cd notebooks/examples/demo-lambda
 # Deploy using AWS SAM
 sam deploy --guided
 
-# Alternative: Deploy using AWS CLI
-aws cloudformation create-stack \
-    --stack-name genaiidp-custom-lambda-demo \
-    --template-body file://deploy-demo-lambda.yaml \
-    --capabilities CAPABILITY_IAM
-```
 
 ### Step 2: Get the Lambda ARN
 
@@ -88,9 +82,9 @@ aws cloudformation describe-stacks \
 
 ### Step 3: Run the Demo Notebook
 
+0. Run `notebooks/examples` steps 0, 1, 2
 1. Open `notebooks/examples/step3_extraction_with_custom_lambda.ipynb`
-2. Set the `DEMO_LAMBDA_ARN` variable in the notebook
-3. Run all cells to see the comparison
+2. Run all cells to see the comparison
 
 ## Demo Lambda Function Features
 

notebooks/examples/step0_setup.ipynb

@@ -24,7 +24,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -314,7 +314,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "genaiic-idp-accelerator",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -328,7 +328,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.13.2"
+   "version": "3.11.13"
   }
  },
  "nbformat": 4,