[OPEN-7543] Update OpenAI Wrapper to support Responses API

examples/tracing/openai/openai_responses_api_tracing.ipynb

@@ -0,0 +1,147 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "2722b419",
+   "metadata": {},
+   "source": [
+    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/openlayer-ai/openlayer-python/blob/main/examples/tracing/openai/openai_responses_api_tracing.ipynb)\n",
+    "\n",
+    "\n",
+    "# <a id=\"top\">OpenAI Responses API monitoring with Openlayer</a>\n",
+    "\n",
+    "This notebook shows how to monitor both OpenAI's Chat Completions API and the new Responses API with Openlayer. The same `trace_openai()` function supports both APIs seamlessly."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "020c8f6a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install openlayer openai"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "75c2a473",
+   "metadata": {},
+   "source": [
+    "## 1. Set the environment variables"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "f3f4fa13",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "import openai\n",
+    "\n",
+    "# OpenAI API key\n",
+    "os.environ[\"OPENAI_API_KEY\"] = \"YOUR_OPENAI_API_KEY_HERE\"\n",
+    "\n",
+    "# Openlayer configuration\n",
+    "os.environ[\"OPENLAYER_API_KEY\"] = \"YOUR_OPENLAYER_API_KEY_HERE\"\n",
+    "os.environ[\"OPENLAYER_INFERENCE_PIPELINE_ID\"] = \"YOUR_OPENLAYER_INFERENCE_PIPELINE_ID_HERE\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9758533f",
+   "metadata": {},
+   "source": [
+    "## 2. Create traced OpenAI client"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c35d9860-dc41-4f7c-8d69-cc2ac7e5e485",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from openlayer.lib import trace_openai\n",
+    "\n",
+    "# Single function traces both Chat Completions AND Responses APIs\n",
+    "client = trace_openai(openai.OpenAI())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "72a6b954",
+   "metadata": {},
+   "source": [
+    "## 3. Use Chat Completions API (existing functionality)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "e00c1c79",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Chat Completions API - works exactly as before\n",
+    "response = client.chat.completions.create(\n",
+    "    model=\"gpt-4o-mini\",\n",
+    "    messages=[{\"role\": \"user\", \"content\": \"What is 2 + 2?\"}],\n",
+    "    max_tokens=50\n",
+    ")\n",
+    "\n",
+    "response.choices[0].message.content"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "76a350b4",
+   "metadata": {},
+   "source": [
+    "## 4. Use Responses API (new unified interface)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "responses-api-example",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Responses API - new unified interface with enhanced metadata\n",
+    "response = client.responses.create(\n",
+    "    model=\"gpt-4o-mini\",\n",
+    "    input=\"What is 3 + 3?\",\n",
+    "    max_output_tokens=50\n",
+    ")\n",
+    "\n",
+    "# Response is automatically traced\n",
+    "response"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.18"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}