research/summarizer.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain.chains.summarize import load_summarize_chain\n",
    "from langchain_community.document_loaders import WebBaseLoader\n",
    "from langchain_openai import ChatOpenAI\n",
    "\n",
    "loader = WebBaseLoader(\"https://lilianweng.github.io/posts/2023-06-23-agent/\")\n",
    "docs = loader.load()\n",
    "\n",
    "llm = ChatOpenAI(temperature=0, model_name=\"gpt-3.5-turbo-1106\")\n",
    "chain = load_summarize_chain(llm, chain_type=\"stuff\")\n",
    "\n",
    "chain.run(docs)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "fullstack",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "name": "python",
   "version": "3.11.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}