update sections

examples/evaluation/Getting_Started_with_OpenAI_Evals.ipynb

@@ -79,7 +79,17 @@
   {
    "cell_type": "markdown",
    "source": [
-    "## Building an evaluation for the OpenAI Evals framework\n"
+    "## Building an evaluation for the OpenAI Evals framework\n",
+    "\n",
+    "To start creating an eval, we need\n",
+    "\n",
+    "1/ The test dataset in the JSONL format.\n",
+    "2/ The eval template to be used\n",
+    "\n",
+    "### Creating the eval dataset\n",
+    "\n",
+    "format\n",
+    "`\"input\": [{\"role\": \"system\", \"content\": \"<input prompt>\",\"name\":\"example-user\"}, \"ideal\": \"correct answer\"]`"
    ],
    "metadata": {
     "collapsed": false
@@ -97,7 +107,14 @@
   {
    "cell_type": "markdown",
    "source": [
-    "## Running an evaluation"
+    "## Running an evaluation\n",
+    "\n",
+    "we can run this eval using the oaieval CLI like this\n",
+    "\n",
+    "pip install .\n",
+    "oaieval gpt-3.5-turbo <name of eval>\n",
+    "\n",
+    "### Going through eval logs"
    ],
    "metadata": {
     "collapsed": false