{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_cpp import Llama"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "model_path = f'../bot/question_answering/local_models/ggml-alpaca-7b-q4.bin'\n",
    "llm = Llama(model_path=model_path, n_ctx=2048)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "prompt = ''\n",
    "\n",
    "output = llm(\n",
    "    prompt,\n",
    "    max_tokens=512,\n",
    "    stop=['Q:'],\n",
    "    echo=False\n",
    ")\n",
    "output_text = output['choices'][0]['text']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "hf_qa_bot",
   "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": "3.10.10"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "e769ac600d1c65682759767682b2a946c0eaa09d353302f712fe4c2e822e15df"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}