doc: add script

Author: dsdanielpark

scripts/langchain.ipynb

@@ -0,0 +1,56 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# https://github.com/drmwnrafi \n",
+    "from gemini import Gemini\n",
+    "from typing import Any, List, Mapping, Optional\n",
+    "from langchain.callbacks.manager import CallbackManagerForLLMRun\n",
+    "from langchain.llms.base import LLM\n",
+    "\n",
+    "cookies = {}\n",
+    "\n",
+    "class GeminiLLM(LLM):\n",
+    "    @property\n",
+    "    def _llm_type(self) -> str:\n",
+    "        return \"custom\"\n",
+    "\n",
+    "    def _call(self, prompt: str, stop: Optional[List[str]] = None,run_manager: Optional[CallbackManagerForLLMRun] = None) -> str:\n",
+    "        response = Gemini(cookies=cookies).generate_content(prompt)['text']\n",
+    "        return response\n",
+    "\n",
+    "    @property\n",
+    "    def _identifying_params(self) -> Mapping[str, Any]:\n",
+    "        \"\"\"Get the identifying parameters.\"\"\"\n",
+    "        return {}\n",
+    "\n",
+    "llm = GeminiLLM()\n",
+    "\n",
+    "llm(\"Who are you?\")\n",
+    "\n",
+    "\"\"\" \n",
+    "Output : I am Bard, a large language model from Google AI. I am trained on a massive dataset of text and code, and I can generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. I am still under development, but I have learned to perform many kinds of tasks, including\n",
+    "\n",
+    "* I will try my best to follow your instructions and complete your requests thoughtfully.\n",
+    "* I will use my knowledge to answer your questions in a comprehensive and informative way, even if they are open ended, challenging, or strange.\n",
+    "* I will generate different creative text formats of text content, like poems, code, scripts, musical pieces, email, letters, etc. I will try my best to fulfill all your requirements.\n",
+    "\n",
+    "I am excited to be able to help people with their tasks and creative projects, and I hope to learn and grow more over time.\n",
+    "\n",
+    "What can I help you with today? \n",
+    "\"\"\" "
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

scripts/sample.ipynb

@@ -14,6 +14,7 @@
     "import string\n",
     "\n",
     "# Assuming 'cookies' is defined somewhere\n",
+    "cookies = {}\n",
     "\n",
     "url = \"https://gemini.google.com/app\"\n",
     "response = requests.get(url, cookies=cookies)\n",
@@ -23,8 +24,8 @@
     "reqid = int(\"\".join(random.choices(string.digits, k=7)))\n",
     "\n",
     "url_params = {\n",
-    "    \"bl\": \"boq_assistant-bard-web-server_20240227.13_p0\",\n",
-    "    \"hl\": \"en\",\n",
+    "    \"bl\": \"boq_assistant-bard-web-server_20240227.13_p0\", # This will be changed as it updated.\n",
+    "    \"hl\": \"en\", # You can replace language. Refer README.md.\n",
     "    \"_reqid\": reqid,\n",
     "    \"rt\": \"c\",\n",
     "    \"f.sid\": sid,\n",
@@ -34,7 +35,7 @@
     "\n",
     "data = {\n",
     "    \"at\": nonce,\n",
-    "    \"f.req\": json.dumps([None, json.dumps([[\"How can I use you. what can you do?\"], None, None and None])]),\n",
+    "    \"f.req\": json.dumps([None, json.dumps([[\"How can I use you. what can you do?\"], None, None and None])]), # Prompt and data structure.\n",
     "}\n",
     "\n",
     "data_encoded = urllib.parse.urlencode(data)\n",
@@ -67,8 +68,14 @@
   }
  ],
  "metadata": {
+  "kernelspec": {
+   "display_name": "edanif",
+   "language": "python",
+   "name": "edanif"
+  },
   "language_info": {
-   "name": "python"
+   "name": "python",
+   "version": "3.9.12"
   }
  },
  "nbformat": 4,