chore: setup and check AWS access via profile

Author: Daniel Lorch

notebooks/misc/e2e-example-with-multimodal-page-classification-few-shot-prompting.ipynb

@@ -22,7 +22,32 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 1. Install Dependencies\n",
+    "## 1. Setup AWS Access"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%reload_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "import boto3\n",
+    "import os\n",
+    "\n",
+    "os.environ['AWS_PROFILE'] = 'default' # change to desired AWS profile\n",
+    "\n",
+    "sts_client = boto3.client('sts')\n",
+    "sts_client.get_caller_identity()['Arn']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 2. Install Dependencies\n",
     "\n",
     "The IDP common package supports granular installation through extras. You can install:\n",
     "- `[core]` - Just core functionality \n",
@@ -68,7 +93,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 2. Import Libraries and Set Up Environment"
+    "## 3. Import Libraries and Set Up Environment"
    ]
   },
   {
@@ -145,7 +170,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 3. Set Up S3 Buckets and Upload Sample File"
+    "## 4. Set Up S3 Buckets and Upload Sample File"
    ]
   },
   {
@@ -196,7 +221,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 4. Set Up Configuration"
+    "## 5. Set Up Configuration"
    ]
   },
   {
@@ -217,7 +242,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 5. Process Document with OCR"
+    "## 6. Process Document with OCR"
    ]
   },
   {
@@ -271,7 +296,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 6. Classify the Document"
+    "## 7. Classify the Document"
    ]
   },
   {
@@ -326,7 +351,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 7. Extract Information from Document Sections"
+    "## 8. Extract Information from Document Sections"
    ]
   },
   {
@@ -375,7 +400,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 8. Final Document Status Summary"
+    "## 9. Final Document Status Summary"
    ]
   },
   {
@@ -405,7 +430,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 9. Evaluate Results\n",
+    "## 10. Evaluate Results\n",
     "\n",
     "In this section, we'll demonstrate how to evaluate extraction results by comparing them with expected (ground truth) values. The evaluation process involves:\n",
     "\n",
@@ -612,7 +637,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 10. Clean Up (Optional)"
+    "# 11. Clean Up (Optional)"
    ]
   },
   {