Revert "chore: setup and check AWS access via profile"

This reverts commit 1256231.

Author: Daniel Lorch

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

@@ -22,32 +22,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 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",
+    "## 1. Install Dependencies\n",
     "\n",
     "The IDP common package supports granular installation through extras. You can install:\n",
     "- `[core]` - Just core functionality \n",
@@ -93,7 +68,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 3. Import Libraries and Set Up Environment"
+    "## 2. Import Libraries and Set Up Environment"
    ]
   },
   {
@@ -170,7 +145,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 4. Set Up S3 Buckets and Upload Sample File"
+    "## 3. Set Up S3 Buckets and Upload Sample File"
    ]
   },
   {
@@ -221,7 +196,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 5. Set Up Configuration"
+    "## 4. Set Up Configuration"
    ]
   },
   {
@@ -242,7 +217,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 6. Process Document with OCR"
+    "## 5. Process Document with OCR"
    ]
   },
   {
@@ -296,7 +271,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 7. Classify the Document"
+    "## 6. Classify the Document"
    ]
   },
   {
@@ -351,7 +326,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 8. Extract Information from Document Sections"
+    "## 7. Extract Information from Document Sections"
    ]
   },
   {
@@ -410,7 +385,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 9. Final Document Status Summary"
+    "## 8. Final Document Status Summary"
    ]
   },
   {
@@ -440,7 +415,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 10. Evaluate Results\n",
+    "## 9. 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",
@@ -647,7 +622,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# 11. Clean Up (Optional)"
+    "# 10. Clean Up (Optional)"
    ]
   },
   {