{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "OPENAI_KEY = \"sk-XXX\""
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Use ChatOpenAI\n",
    "\n",
    "Set you `OPENAI_API_KEY` environment variable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from manifest import Manifest\n",
    "from manifest.connections.client_pool import ClientConnection\n",
    "\n",
    "openai_chat = ClientConnection(\n",
    "    client_name=\"openaichat\",\n",
    "    client_connection=OPENAI_KEY,\n",
    "    engine=\"gpt-3.5-turbo\"\n",
    ")\n",
    "\n",
    "manifest = Manifest(client_pool=[openai_chat])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Simple question\n",
    "chat_dict = [\n",
    "    {\"role\": \"system\", \"content\": \"You are a helpful assistant.\"},\n",
    "    {\"role\": \"user\", \"content\": \"Who won the world series in 2020?\"},\n",
    "    {\"role\": \"assistant\", \"content\": \"The Los Angeles Dodgers won the World Series in 2020.\"},\n",
    "    {\"role\": \"user\", \"content\": \"Where was it played?\"}\n",
    "]\n",
    "print(manifest.run(chat_dict, max_tokens=100))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "file_extension": ".py",
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   "pygments_lexer": "ipython3",
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