chore(safe-synthesizer): move URLs to top, update job builder

nemo/NeMo-Safe-Synthesizer/README.md

@@ -1,5 +1,4 @@
-#   NeMo Safe Synthesizer Example Notebooks
-
+# NeMo Safe Synthesizer Example Notebooks
 
 This directory contains the tutorial notebooks for getting started with NeMo Safe Synthesizer.
 
@@ -12,17 +11,15 @@ Install the sdk as follows:
 ```bash
 uv venv
 source .venv/bin/activate
-uv pip install nemo-microservices[safe-synthesizer]
+uv pip install nemo-microservices[safe-synthesizer] rich
 ```
 
-
 Be sure to select this virtual environment as your kernel when running the notebooks.
 
 ## 🚀 Deploying the NeMo Safe Synthesizer Microservice
 
 To run these notebooks, you'll need access to a deployment of the  NeMo Safe Synthesizer microservice. You have two deployment options:
 
-
 ### 🐳 Deploy the NeMo Safe Synthesizer Microservice Locally
 
 Follow our quickstart guide to deploy the NeMo safe synthesizer microservice locally via Docker Compose.

nemo/NeMo-Safe-Synthesizer/advanced/advanced_privacy.ipynb

@@ -19,14 +19,6 @@
     "- **Access an evaluation report** on the quality and privacy of the synthetic data"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "a538526a",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "markdown",
    "id": "8be84f5d",
@@ -37,6 +29,22 @@
     "Ensure you have a NeMo Microservices Platform deployment available. If you're using a managed or remote deployment, have the correct base URLs and tokens ready."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a538526a",
+   "metadata": {
+    "tags": [
+     "parameters"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Update as appropriate to your installation URLs\n",
+    "base_url = \"http://localhost:8080\"\n",
+    "datastore_endpoint = \"http://localhost:3000/v1/hf\""
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -46,7 +54,7 @@
    "source": [
     "import pandas as pd\n",
     "from nemo_microservices import NeMoMicroservices\n",
-    "from nemo_microservices.beta.safe_synthesizer.builder import SafeSynthesizerBuilder\n",
+    "from nemo_microservices.beta.safe_synthesizer.sdk.job_builder import SafeSynthesizerJobBuilder\n",
     "\n",
     "import logging\n",
     "\n",
@@ -74,7 +82,7 @@
    "outputs": [],
    "source": [
     "client = NeMoMicroservices(\n",
-    "    base_url=\"http://localhost:8080\",\n",
+    "    base_url=base_url\n",
     ")"
    ]
   },
@@ -94,7 +102,7 @@
    "outputs": [],
    "source": [
     "datastore_config = {\n",
-    "    \"endpoint\": \"http://localhost:3000/v1/hf\",\n",
+    "    \"endpoint\": datastore_endpoint\n",
     "}"
    ]
   },
@@ -155,7 +163,7 @@
    "source": [
     "## 🏗️ Create a Safe Synthesizer job\n",
     "\n",
-    "The `SafeSynthesizerBuilder` provides a fluent interface to configure and submit jobs.\n",
+    "The `SafeSynthesizerJobBuilder` provides a fluent interface to configure and submit jobs.\n",
     "\n",
     "This job will:\n",
     "- Initialize the builder with the NeMo Microservices client.\n",
@@ -175,8 +183,8 @@
    "outputs": [],
    "source": [
     "job = (\n",
-    "    SafeSynthesizerBuilder(client)\n",
-    "    .from_data_source(df)\n",
+    "    SafeSynthesizerJobBuilder(client)\n",
+    "    .with_data_source(df)\n",
     "    .with_datastore(datastore_config)\n",
     "    .with_replace_pii()\n",
     "    .with_differential_privacy(dp_enabled=True, epsilon=8.0)\n",