{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# API configuration\n",
    "API_URL = \"https://maximofn-iriusrisktestchallenge.hf.space\"\n",
    "API_KEY = \"your_api_key\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Headers for authentication\n",
    "headers = {\n",
    "    \"X-API-Key\": API_KEY,\n",
    "    \"Content-Type\": \"application/json\"\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Generate text\n",
    "def generate_text(query, thread_id=\"default\", system_prompt=None):\n",
    "    url = f\"{API_URL}/generate\"\n",
    "    \n",
    "    data = {\n",
    "        \"query\": query,\n",
    "        \"thread_id\": thread_id\n",
    "    }\n",
    "    \n",
    "    # Add system prompt if provided\n",
    "    if system_prompt:\n",
    "        data[\"system_prompt\"] = system_prompt\n",
    "    \n",
    "    try:\n",
    "        response = requests.post(url, json=data, headers=headers)\n",
    "        if response.status_code == 200:\n",
    "            result = response.json()\n",
    "            return result[\"generated_text\"]\n",
    "        else:\n",
    "            print(f\"Error: {response.status_code}\")\n",
    "            print(f\"Details: {response.text}\")\n",
    "            return None\n",
    "    except Exception as e:\n",
    "        print(f\"Request failed: {str(e)}\")\n",
    "        return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Example with custom thread and system prompt\n",
    "result = generate_text(\n",
    "    query=\"Explain object-oriented programming\",\n",
    "    thread_id=\"programming_tutorial\",\n",
    "    system_prompt=\"You are a programming teacher. Explain concepts in simple terms.\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Summarize text\n",
    "def summarize_text(text, max_length=200, thread_id=\"default\"):\n",
    "    url = f\"{API_URL}/summarize\"\n",
    "    \n",
    "    data = {\n",
    "        \"text\": text,\n",
    "        \"max_length\": max_length,\n",
    "        \"thread_id\": thread_id\n",
    "    }\n",
    "    \n",
    "    try:\n",
    "        response = requests.post(url, json=data, headers=headers)\n",
    "        if response.status_code == 200:\n",
    "            result = response.json()\n",
    "            return result[\"summary\"]\n",
    "        else:\n",
    "            print(f\"Error: {response.status_code}\")\n",
    "            print(f\"Details: {response.text}\")\n",
    "            return None\n",
    "    except Exception as e:\n",
    "        print(f\"Request failed: {str(e)}\")\n",
    "        return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Example usage\n",
    "text_to_summarize = \"\"\"\n",
    "Python is a high-level, interpreted programming language created by Guido van Rossum \n",
    "and released in 1991. Python's design philosophy emphasizes code readability with \n",
    "the use of significant whitespace. Its language constructs and object-oriented \n",
    "approach aim to help programmers write clear, logical code for small and large-scale projects.\n",
    "\"\"\"\n",
    "\n",
    "summary = summarize_text(text_to_summarize, max_length=50)\n",
    "if summary:\n",
    "    print(\"Summary:\", summary)"
   ]
  }
 ],
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