{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9597802c",
   "metadata": {},
   "source": [
    "# AI21\n",
    "This example goes over how to use LangChain to interact with AI21 models"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6fb585dd",
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain.llms import AI21\n",
    "from langchain import PromptTemplate, LLMChain"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "035dea0f",
   "metadata": {},
   "outputs": [],
   "source": [
    "template = \"\"\"Question: {question}\n",
    "\n",
    "Answer: Let's think step by step.\"\"\"\n",
    "\n",
    "prompt = PromptTemplate(template=template, input_variables=[\"question\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3f3458d9",
   "metadata": {},
   "outputs": [],
   "source": [
    "llm = AI21()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a641dbd9",
   "metadata": {},
   "outputs": [],
   "source": [
    "llm_chain = LLMChain(prompt=prompt, llm=llm)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9f0b1960",
   "metadata": {},
   "outputs": [],
   "source": [
    "question = \"What NFL team won the Super Bowl in the year Justin Beiber was born?\"\n",
    "\n",
    "llm_chain.run(question)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "22bce013",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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