{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting ollama\n",
      "  Using cached ollama-0.4.7-py3-none-any.whl.metadata (4.7 kB)\n",
      "Collecting httpx<0.29,>=0.27 (from ollama)\n",
      "  Using cached httpx-0.28.1-py3-none-any.whl.metadata (7.1 kB)\n",
      "Collecting pydantic<3.0.0,>=2.9.0 (from ollama)\n",
      "  Using cached pydantic-2.10.6-py3-none-any.whl.metadata (30 kB)\n",
      "Collecting anyio (from httpx<0.29,>=0.27->ollama)\n",
      "  Using cached anyio-4.9.0-py3-none-any.whl.metadata (4.7 kB)\n",
      "Requirement already satisfied: certifi in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from httpx<0.29,>=0.27->ollama) (2025.1.31)\n",
      "Collecting httpcore==1.* (from httpx<0.29,>=0.27->ollama)\n",
      "  Using cached httpcore-1.0.7-py3-none-any.whl.metadata (21 kB)\n",
      "Requirement already satisfied: idna in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from httpx<0.29,>=0.27->ollama) (3.10)\n",
      "Collecting h11<0.15,>=0.13 (from httpcore==1.*->httpx<0.29,>=0.27->ollama)\n",
      "  Using cached h11-0.14.0-py3-none-any.whl.metadata (8.2 kB)\n",
      "Collecting annotated-types>=0.6.0 (from pydantic<3.0.0,>=2.9.0->ollama)\n",
      "  Using cached annotated_types-0.7.0-py3-none-any.whl.metadata (15 kB)\n",
      "Collecting pydantic-core==2.27.2 (from pydantic<3.0.0,>=2.9.0->ollama)\n",
      "  Downloading pydantic_core-2.27.2-cp39-cp39-win_amd64.whl.metadata (6.7 kB)\n",
      "Requirement already satisfied: typing-extensions>=4.12.2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from pydantic<3.0.0,>=2.9.0->ollama) (4.12.2)\n",
      "Requirement already satisfied: exceptiongroup>=1.0.2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from anyio->httpx<0.29,>=0.27->ollama) (1.2.2)\n",
      "Collecting sniffio>=1.1 (from anyio->httpx<0.29,>=0.27->ollama)\n",
      "  Using cached sniffio-1.3.1-py3-none-any.whl.metadata (3.9 kB)\n",
      "Using cached ollama-0.4.7-py3-none-any.whl (13 kB)\n",
      "Using cached httpx-0.28.1-py3-none-any.whl (73 kB)\n",
      "Using cached httpcore-1.0.7-py3-none-any.whl (78 kB)\n",
      "Using cached pydantic-2.10.6-py3-none-any.whl (431 kB)\n",
      "Downloading pydantic_core-2.27.2-cp39-cp39-win_amd64.whl (2.0 MB)\n",
      "   ---------------------------------------- 0.0/2.0 MB ? eta -:--:--\n",
      "   ---------------------------------------- 0.0/2.0 MB ? eta -:--:--\n",
      "   --------------------- ------------------ 1.0/2.0 MB 5.0 MB/s eta 0:00:01\n",
      "   ---------------------------------------- 2.0/2.0 MB 6.5 MB/s eta 0:00:00\n",
      "Using cached annotated_types-0.7.0-py3-none-any.whl (13 kB)\n",
      "Using cached anyio-4.9.0-py3-none-any.whl (100 kB)\n",
      "Using cached h11-0.14.0-py3-none-any.whl (58 kB)\n",
      "Using cached sniffio-1.3.1-py3-none-any.whl (10 kB)\n",
      "Installing collected packages: sniffio, pydantic-core, h11, annotated-types, pydantic, httpcore, anyio, httpx, ollama\n",
      "Successfully installed annotated-types-0.7.0 anyio-4.9.0 h11-0.14.0 httpcore-1.0.7 httpx-0.28.1 ollama-0.4.7 pydantic-2.10.6 pydantic-core-2.27.2 sniffio-1.3.1\n"
     ]
    }
   ],
   "source": [
    "!pip install ollama"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting sentence-transformers\n",
      "  Downloading sentence_transformers-3.4.1-py3-none-any.whl.metadata (10 kB)\n",
      "Collecting faiss-cpu\n",
      "  Downloading faiss_cpu-1.10.0-cp39-cp39-win_amd64.whl.metadata (4.5 kB)\n",
      "Collecting transformers<5.0.0,>=4.41.0 (from sentence-transformers)\n",
      "  Downloading transformers-4.49.0-py3-none-any.whl.metadata (44 kB)\n",
      "Collecting tqdm (from sentence-transformers)\n",
      "  Using cached tqdm-4.67.1-py3-none-any.whl.metadata (57 kB)\n",
      "Requirement already satisfied: torch>=1.11.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from sentence-transformers) (2.6.0+cu118)\n",
      "Requirement already satisfied: scikit-learn in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from sentence-transformers) (1.6.1)\n",
      "Requirement already satisfied: scipy in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from sentence-transformers) (1.13.1)\n",
      "Collecting huggingface-hub>=0.20.0 (from sentence-transformers)\n",
      "  Downloading huggingface_hub-0.29.3-py3-none-any.whl.metadata (13 kB)\n",
      "Requirement already satisfied: Pillow in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from sentence-transformers) (11.0.0)\n",
      "Requirement already satisfied: numpy<3.0,>=1.25.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from faiss-cpu) (2.0.2)\n",
      "Requirement already satisfied: packaging in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from faiss-cpu) (24.2)\n",
      "Requirement already satisfied: filelock in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from huggingface-hub>=0.20.0->sentence-transformers) (3.13.1)\n",
      "Requirement already satisfied: fsspec>=2023.5.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from huggingface-hub>=0.20.0->sentence-transformers) (2024.6.1)\n",
      "Collecting pyyaml>=5.1 (from huggingface-hub>=0.20.0->sentence-transformers)\n",
      "  Using cached PyYAML-6.0.2-cp39-cp39-win_amd64.whl.metadata (2.1 kB)\n",
      "Requirement already satisfied: requests in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from huggingface-hub>=0.20.0->sentence-transformers) (2.32.3)\n",
      "Requirement already satisfied: typing-extensions>=3.7.4.3 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from huggingface-hub>=0.20.0->sentence-transformers) (4.12.2)\n",
      "Requirement already satisfied: networkx in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from torch>=1.11.0->sentence-transformers) (3.2.1)\n",
      "Requirement already satisfied: jinja2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from torch>=1.11.0->sentence-transformers) (3.1.4)\n",
      "Requirement already satisfied: sympy==1.13.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from torch>=1.11.0->sentence-transformers) (1.13.1)\n",
      "Requirement already satisfied: mpmath<1.4,>=1.1.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from sympy==1.13.1->torch>=1.11.0->sentence-transformers) (1.3.0)\n",
      "Requirement already satisfied: colorama in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tqdm->sentence-transformers) (0.4.6)\n",
      "Collecting regex!=2019.12.17 (from transformers<5.0.0,>=4.41.0->sentence-transformers)\n",
      "  Using cached regex-2024.11.6-cp39-cp39-win_amd64.whl.metadata (41 kB)\n",
      "Collecting tokenizers<0.22,>=0.21 (from transformers<5.0.0,>=4.41.0->sentence-transformers)\n",
      "  Downloading tokenizers-0.21.1-cp39-abi3-win_amd64.whl.metadata (6.9 kB)\n",
      "Collecting safetensors>=0.4.1 (from transformers<5.0.0,>=4.41.0->sentence-transformers)\n",
      "  Downloading safetensors-0.5.3-cp38-abi3-win_amd64.whl.metadata (3.9 kB)\n",
      "Requirement already satisfied: joblib>=1.2.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from scikit-learn->sentence-transformers) (1.4.2)\n",
      "Requirement already satisfied: threadpoolctl>=3.1.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from scikit-learn->sentence-transformers) (3.5.0)\n",
      "Requirement already satisfied: MarkupSafe>=2.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from jinja2->torch>=1.11.0->sentence-transformers) (3.0.2)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests->huggingface-hub>=0.20.0->sentence-transformers) (3.4.1)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests->huggingface-hub>=0.20.0->sentence-transformers) (3.10)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests->huggingface-hub>=0.20.0->sentence-transformers) (2.3.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests->huggingface-hub>=0.20.0->sentence-transformers) (2025.1.31)\n",
      "Downloading sentence_transformers-3.4.1-py3-none-any.whl (275 kB)\n",
      "Downloading faiss_cpu-1.10.0-cp39-cp39-win_amd64.whl (13.7 MB)\n",
      "   ---------------------------------------- 0.0/13.7 MB ? eta -:--:--\n",
      "   ---- ----------------------------------- 1.6/13.7 MB 9.4 MB/s eta 0:00:02\n",
      "   ----------- ---------------------------- 3.9/13.7 MB 10.7 MB/s eta 0:00:01\n",
      "   ------------- -------------------------- 4.7/13.7 MB 10.6 MB/s eta 0:00:01\n",
      "   ---------------- ----------------------- 5.8/13.7 MB 7.7 MB/s eta 0:00:02\n",
      "   -------------------- ------------------- 7.1/13.7 MB 6.9 MB/s eta 0:00:01\n",
      "   --------------------- ------------------ 7.3/13.7 MB 6.5 MB/s eta 0:00:01\n",
      "   ---------------------- ----------------- 7.6/13.7 MB 5.8 MB/s eta 0:00:02\n",
      "   -------------------------- ------------- 8.9/13.7 MB 5.7 MB/s eta 0:00:01\n",
      "   --------------------------- ------------ 9.4/13.7 MB 5.4 MB/s eta 0:00:01\n",
      "   ----------------------------- ---------- 10.2/13.7 MB 4.9 MB/s eta 0:00:01\n",
      "   -------------------------------- ------- 11.3/13.7 MB 4.9 MB/s eta 0:00:01\n",
      "   ---------------------------------- ----- 11.8/13.7 MB 4.8 MB/s eta 0:00:01\n",
      "   ------------------------------------- -- 12.8/13.7 MB 4.7 MB/s eta 0:00:01\n",
      "   ---------------------------------------  13.4/13.7 MB 4.6 MB/s eta 0:00:01\n",
      "   ---------------------------------------- 13.7/13.7 MB 4.5 MB/s eta 0:00:00\n",
      "Downloading huggingface_hub-0.29.3-py3-none-any.whl (468 kB)\n",
      "Using cached tqdm-4.67.1-py3-none-any.whl (78 kB)\n",
      "Downloading transformers-4.49.0-py3-none-any.whl (10.0 MB)\n",
      "   ---------------------------------------- 0.0/10.0 MB ? eta -:--:--\n",
      "   --- ------------------------------------ 0.8/10.0 MB 3.7 MB/s eta 0:00:03\n",
      "   ------ --------------------------------- 1.6/10.0 MB 4.0 MB/s eta 0:00:03\n",
      "   --------- ------------------------------ 2.4/10.0 MB 4.1 MB/s eta 0:00:02\n",
      "   ------------ --------------------------- 3.1/10.0 MB 3.8 MB/s eta 0:00:02\n",
      "   --------------- ------------------------ 3.9/10.0 MB 3.9 MB/s eta 0:00:02\n",
      "   ------------------- -------------------- 5.0/10.0 MB 4.0 MB/s eta 0:00:02\n",
      "   ----------------------- ---------------- 5.8/10.0 MB 4.0 MB/s eta 0:00:02\n",
      "   --------------------------- ------------ 6.8/10.0 MB 4.1 MB/s eta 0:00:01\n",
      "   ----------------------------- ---------- 7.3/10.0 MB 4.1 MB/s eta 0:00:01\n",
      "   --------------------------------- ------ 8.4/10.0 MB 4.0 MB/s eta 0:00:01\n",
      "   ----------------------------------- ---- 8.9/10.0 MB 3.8 MB/s eta 0:00:01\n",
      "   ------------------------------------- -- 9.4/10.0 MB 3.7 MB/s eta 0:00:01\n",
      "   ---------------------------------------- 10.0/10.0 MB 3.6 MB/s eta 0:00:00\n",
      "Using cached PyYAML-6.0.2-cp39-cp39-win_amd64.whl (162 kB)\n",
      "Using cached regex-2024.11.6-cp39-cp39-win_amd64.whl (274 kB)\n",
      "Downloading safetensors-0.5.3-cp38-abi3-win_amd64.whl (308 kB)\n",
      "Downloading tokenizers-0.21.1-cp39-abi3-win_amd64.whl (2.4 MB)\n",
      "   ---------------------------------------- 0.0/2.4 MB ? eta -:--:--\n",
      "   -------- ------------------------------- 0.5/2.4 MB 3.4 MB/s eta 0:00:01\n",
      "   --------------------- ------------------ 1.3/2.4 MB 3.5 MB/s eta 0:00:01\n",
      "   ---------------------------------- ----- 2.1/2.4 MB 3.6 MB/s eta 0:00:01\n",
      "   ---------------------------------------- 2.4/2.4 MB 3.3 MB/s eta 0:00:00\n",
      "Installing collected packages: tqdm, safetensors, regex, pyyaml, faiss-cpu, huggingface-hub, tokenizers, transformers, sentence-transformers\n",
      "Successfully installed faiss-cpu-1.10.0 huggingface-hub-0.29.3 pyyaml-6.0.2 regex-2024.11.6 safetensors-0.5.3 sentence-transformers-3.4.1 tokenizers-0.21.1 tqdm-4.67.1 transformers-4.49.0\n"
     ]
    }
   ],
   "source": [
    "!pip install sentence-transformers faiss-cpu"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The capital of Italy is **Rome**. \n",
      "\n",
      "It’s a common misconception that it’s Florence, but Rome is the official capital. 😊\n"
     ]
    }
   ],
   "source": [
    "import ollama\n",
    "\n",
    "def get_chatbot_response(model_name, messages):\n",
    "    response = ollama.chat(model=model_name, messages=messages)\n",
    "    return response['message']['content']\n",
    "\n",
    "# Example Usage\n",
    "model_name = \"gemma3:1b\"  # Can be replaced with 'gemma', 'llama3', etc.\n",
    "messages = [{'role': 'user', 'content': \"What's the capital of Italy?\"}]\n",
    "response = get_chatbot_response(model_name, messages)\n",
    "print(response)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting tf_keras\n",
      "  Downloading tf_keras-2.19.0-py3-none-any.whl.metadata (1.8 kB)\n",
      "Collecting tensorflow<2.20,>=2.19 (from tf_keras)\n",
      "  Downloading tensorflow-2.19.0-cp39-cp39-win_amd64.whl.metadata (4.1 kB)\n",
      "Requirement already satisfied: absl-py>=1.0.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (2.1.0)\n",
      "Requirement already satisfied: astunparse>=1.6.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (1.6.3)\n",
      "Requirement already satisfied: flatbuffers>=24.3.25 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (25.2.10)\n",
      "Requirement already satisfied: gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (0.6.0)\n",
      "Requirement already satisfied: google-pasta>=0.1.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (0.2.0)\n",
      "Requirement already satisfied: libclang>=13.0.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (18.1.1)\n",
      "Requirement already satisfied: opt-einsum>=2.3.2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (3.4.0)\n",
      "Requirement already satisfied: packaging in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (24.2)\n",
      "Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.3 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (5.29.3)\n",
      "Requirement already satisfied: requests<3,>=2.21.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (2.32.3)\n",
      "Requirement already satisfied: setuptools in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (75.8.0)\n",
      "Requirement already satisfied: six>=1.12.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (1.17.0)\n",
      "Requirement already satisfied: termcolor>=1.1.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (2.5.0)\n",
      "Requirement already satisfied: typing-extensions>=3.6.6 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (4.12.2)\n",
      "Requirement already satisfied: wrapt>=1.11.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (1.17.2)\n",
      "Requirement already satisfied: grpcio<2.0,>=1.24.3 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (1.70.0)\n",
      "Collecting tensorboard~=2.19.0 (from tensorflow<2.20,>=2.19->tf_keras)\n",
      "  Downloading tensorboard-2.19.0-py3-none-any.whl.metadata (1.8 kB)\n",
      "Requirement already satisfied: keras>=3.5.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (3.9.0)\n",
      "Requirement already satisfied: numpy<2.2.0,>=1.26.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (2.0.2)\n",
      "Requirement already satisfied: h5py>=3.11.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (3.13.0)\n",
      "Collecting ml-dtypes<1.0.0,>=0.5.1 (from tensorflow<2.20,>=2.19->tf_keras)\n",
      "  Downloading ml_dtypes-0.5.1-cp39-cp39-win_amd64.whl.metadata (22 kB)\n",
      "Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf_keras) (0.31.0)\n",
      "Requirement already satisfied: wheel<1.0,>=0.23.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from astunparse>=1.6.0->tensorflow<2.20,>=2.19->tf_keras) (0.45.1)\n",
      "Requirement already satisfied: rich in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf_keras) (13.9.4)\n",
      "Requirement already satisfied: namex in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf_keras) (0.0.8)\n",
      "Requirement already satisfied: optree in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf_keras) (0.14.1)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf_keras) (3.4.1)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf_keras) (3.10)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf_keras) (2.3.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf_keras) (2025.1.31)\n",
      "Requirement already satisfied: markdown>=2.6.8 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf_keras) (3.7)\n",
      "Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf_keras) (0.7.2)\n",
      "Requirement already satisfied: werkzeug>=1.0.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf_keras) (3.1.3)\n",
      "Requirement already satisfied: importlib-metadata>=4.4 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from markdown>=2.6.8->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf_keras) (8.6.1)\n",
      "Requirement already satisfied: MarkupSafe>=2.1.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from werkzeug>=1.0.1->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf_keras) (3.0.2)\n",
      "Requirement already satisfied: markdown-it-py>=2.2.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf_keras) (3.0.0)\n",
      "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf_keras) (2.19.1)\n",
      "Requirement already satisfied: zipp>=3.20 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from importlib-metadata>=4.4->markdown>=2.6.8->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf_keras) (3.21.0)\n",
      "Requirement already satisfied: mdurl~=0.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from markdown-it-py>=2.2.0->rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf_keras) (0.1.2)\n",
      "Downloading tf_keras-2.19.0-py3-none-any.whl (1.7 MB)\n",
      "   ---------------------------------------- 0.0/1.7 MB ? eta -:--:--\n",
      "   ---------------------------------------- 0.0/1.7 MB ? eta -:--:--\n",
      "   ------------------------ --------------- 1.0/1.7 MB 4.2 MB/s eta 0:00:01\n",
      "   ---------------------------------------- 1.7/1.7 MB 4.9 MB/s eta 0:00:00\n",
      "Downloading tensorflow-2.19.0-cp39-cp39-win_amd64.whl (375.7 MB)\n",
      "   ---------------------------------------- 0.0/375.7 MB ? eta -:--:--\n",
      "   ---------------------------------------- 1.3/375.7 MB 8.4 MB/s eta 0:00:45\n",
      "   ---------------------------------------- 2.9/375.7 MB 7.3 MB/s eta 0:00:52\n",
      "   ---------------------------------------- 3.9/375.7 MB 6.7 MB/s eta 0:00:56\n",
      "    --------------------------------------- 5.5/375.7 MB 6.8 MB/s eta 0:00:55\n",
      "    --------------------------------------- 7.3/375.7 MB 7.2 MB/s eta 0:00:52\n",
      "    --------------------------------------- 8.9/375.7 MB 7.2 MB/s eta 0:00:52\n",
      "   - -------------------------------------- 10.7/375.7 MB 7.5 MB/s eta 0:00:49\n",
      "   - -------------------------------------- 12.6/375.7 MB 7.7 MB/s eta 0:00:47\n",
      "   - -------------------------------------- 13.4/375.7 MB 7.2 MB/s eta 0:00:51\n",
      "   - -------------------------------------- 15.2/375.7 MB 7.4 MB/s eta 0:00:50\n",
      "   - -------------------------------------- 17.3/375.7 MB 7.6 MB/s eta 0:00:48\n",
      "   - -------------------------------------- 18.6/375.7 MB 7.5 MB/s eta 0:00:48\n",
      "   -- ------------------------------------- 20.2/375.7 MB 7.5 MB/s eta 0:00:48\n",
      "   -- ------------------------------------- 22.5/375.7 MB 7.8 MB/s eta 0:00:46\n",
      "   -- ------------------------------------- 24.1/375.7 MB 7.7 MB/s eta 0:00:46\n",
      "   -- ------------------------------------- 26.0/375.7 MB 7.8 MB/s eta 0:00:45\n",
      "   -- ------------------------------------- 27.8/375.7 MB 7.9 MB/s eta 0:00:45\n",
      "   --- ------------------------------------ 29.6/375.7 MB 7.9 MB/s eta 0:00:44\n",
      "   --- ------------------------------------ 32.0/375.7 MB 8.1 MB/s eta 0:00:43\n",
      "   --- ------------------------------------ 34.3/375.7 MB 8.3 MB/s eta 0:00:42\n",
      "   --- ------------------------------------ 35.9/375.7 MB 8.2 MB/s eta 0:00:42\n",
      "   ---- ----------------------------------- 38.3/375.7 MB 8.4 MB/s eta 0:00:41\n",
      "   ---- ----------------------------------- 40.9/375.7 MB 8.6 MB/s eta 0:00:40\n",
      "   ---- ----------------------------------- 43.0/375.7 MB 8.7 MB/s eta 0:00:39\n",
      "   ---- ----------------------------------- 45.4/375.7 MB 8.7 MB/s eta 0:00:38\n",
      "   ---- ----------------------------------- 46.7/375.7 MB 8.6 MB/s eta 0:00:39\n",
      "   ----- ---------------------------------- 47.7/375.7 MB 8.7 MB/s eta 0:00:38\n",
      "   ----- ---------------------------------- 49.3/375.7 MB 8.5 MB/s eta 0:00:39\n",
      "   ----- ---------------------------------- 51.1/375.7 MB 8.5 MB/s eta 0:00:39\n",
      "   ----- ---------------------------------- 53.2/375.7 MB 8.6 MB/s eta 0:00:38\n",
      "   ----- ---------------------------------- 55.1/375.7 MB 8.6 MB/s eta 0:00:38\n",
      "   ------ --------------------------------- 57.7/375.7 MB 8.7 MB/s eta 0:00:37\n",
      "   ------ --------------------------------- 59.8/375.7 MB 8.8 MB/s eta 0:00:36\n",
      "   ------ --------------------------------- 62.1/375.7 MB 8.8 MB/s eta 0:00:36\n",
      "   ------ --------------------------------- 64.2/375.7 MB 8.9 MB/s eta 0:00:35\n",
      "   ------- -------------------------------- 66.3/375.7 MB 9.0 MB/s eta 0:00:35\n",
      "   ------- -------------------------------- 68.4/375.7 MB 8.9 MB/s eta 0:00:35\n",
      "   ------- -------------------------------- 70.8/375.7 MB 9.0 MB/s eta 0:00:34\n",
      "   ------- -------------------------------- 73.1/375.7 MB 9.1 MB/s eta 0:00:34\n",
      "   -------- ------------------------------- 75.5/375.7 MB 9.1 MB/s eta 0:00:33\n",
      "   -------- ------------------------------- 77.9/375.7 MB 9.2 MB/s eta 0:00:33\n",
      "   -------- ------------------------------- 80.7/375.7 MB 9.3 MB/s eta 0:00:32\n",
      "   -------- ------------------------------- 82.6/375.7 MB 9.3 MB/s eta 0:00:32\n",
      "   --------- ------------------------------ 85.5/375.7 MB 9.4 MB/s eta 0:00:31\n",
      "   --------- ------------------------------ 87.8/375.7 MB 9.4 MB/s eta 0:00:31\n",
      "   --------- ------------------------------ 89.9/375.7 MB 9.5 MB/s eta 0:00:31\n",
      "   --------- ------------------------------ 92.8/375.7 MB 9.5 MB/s eta 0:00:30\n",
      "   ---------- ----------------------------- 95.7/375.7 MB 9.6 MB/s eta 0:00:30\n",
      "   ---------- ----------------------------- 97.8/375.7 MB 9.6 MB/s eta 0:00:29\n",
      "   ---------- ----------------------------- 99.9/375.7 MB 9.6 MB/s eta 0:00:29\n",
      "   ---------- ----------------------------- 100.4/375.7 MB 9.7 MB/s eta 0:00:29\n",
      "   ---------- ----------------------------- 102.2/375.7 MB 9.5 MB/s eta 0:00:29\n",
      "   ----------- ---------------------------- 104.9/375.7 MB 9.6 MB/s eta 0:00:29\n",
      "   ----------- ---------------------------- 107.7/375.7 MB 9.7 MB/s eta 0:00:28\n",
      "   ----------- ---------------------------- 109.3/375.7 MB 9.6 MB/s eta 0:00:28\n",
      "   ----------- ---------------------------- 112.2/375.7 MB 9.7 MB/s eta 0:00:28\n",
      "   ------------ --------------------------- 115.1/375.7 MB 9.8 MB/s eta 0:00:27\n",
      "   ------------ --------------------------- 117.7/375.7 MB 9.8 MB/s eta 0:00:27\n",
      "   ------------ --------------------------- 120.3/375.7 MB 9.9 MB/s eta 0:00:26\n",
      "   ------------- -------------------------- 123.2/375.7 MB 9.9 MB/s eta 0:00:26\n",
      "   ------------ -------------------------- 125.0/375.7 MB 10.0 MB/s eta 0:00:26\n",
      "   ------------- -------------------------- 127.4/375.7 MB 9.9 MB/s eta 0:00:25\n",
      "   ------------- ------------------------- 130.0/375.7 MB 10.0 MB/s eta 0:00:25\n",
      "   ------------- ------------------------- 131.9/375.7 MB 10.0 MB/s eta 0:00:25\n",
      "   ------------- ------------------------- 133.4/375.7 MB 10.0 MB/s eta 0:00:25\n",
      "   -------------- ------------------------ 135.8/375.7 MB 10.0 MB/s eta 0:00:25\n",
      "   -------------- ------------------------ 138.1/375.7 MB 10.0 MB/s eta 0:00:24\n",
      "   -------------- ------------------------ 141.0/375.7 MB 10.0 MB/s eta 0:00:24\n",
      "   -------------- ------------------------ 143.7/375.7 MB 10.1 MB/s eta 0:00:24\n",
      "   --------------- ----------------------- 146.5/375.7 MB 10.1 MB/s eta 0:00:23\n",
      "   --------------- ----------------------- 148.9/375.7 MB 10.1 MB/s eta 0:00:23\n",
      "   --------------- ----------------------- 151.5/375.7 MB 10.2 MB/s eta 0:00:23\n",
      "   ---------------- ---------------------- 154.7/375.7 MB 10.3 MB/s eta 0:00:22\n",
      "   ---------------- ---------------------- 156.5/375.7 MB 10.2 MB/s eta 0:00:22\n",
      "   ---------------- ---------------------- 158.9/375.7 MB 10.3 MB/s eta 0:00:22\n",
      "   ---------------- ---------------------- 161.2/375.7 MB 10.3 MB/s eta 0:00:21\n",
      "   ---------------- ---------------------- 163.3/375.7 MB 10.3 MB/s eta 0:00:21\n",
      "   ----------------- --------------------- 165.4/375.7 MB 10.3 MB/s eta 0:00:21\n",
      "   ----------------- --------------------- 168.6/375.7 MB 10.3 MB/s eta 0:00:21\n",
      "   ----------------- --------------------- 170.4/375.7 MB 10.3 MB/s eta 0:00:20\n",
      "   ----------------- --------------------- 173.0/375.7 MB 10.3 MB/s eta 0:00:20\n",
      "   ------------------ -------------------- 175.9/375.7 MB 10.4 MB/s eta 0:00:20\n",
      "   ------------------ -------------------- 176.9/375.7 MB 10.3 MB/s eta 0:00:20\n",
      "   ------------------ -------------------- 180.4/375.7 MB 10.4 MB/s eta 0:00:19\n",
      "   ------------------- ------------------- 183.2/375.7 MB 10.4 MB/s eta 0:00:19\n",
      "   ------------------- ------------------- 184.5/375.7 MB 10.4 MB/s eta 0:00:19\n",
      "   ------------------- ------------------- 187.2/375.7 MB 10.4 MB/s eta 0:00:19\n",
      "   ------------------- ------------------- 190.3/375.7 MB 10.5 MB/s eta 0:00:18\n",
      "   ------------------- ------------------- 191.9/375.7 MB 10.4 MB/s eta 0:00:18\n",
      "   -------------------- ------------------ 194.5/375.7 MB 10.5 MB/s eta 0:00:18\n",
      "   -------------------- ------------------ 197.7/375.7 MB 10.5 MB/s eta 0:00:17\n",
      "   -------------------- ------------------ 199.0/375.7 MB 10.5 MB/s eta 0:00:17\n",
      "   -------------------- ------------------ 201.3/375.7 MB 10.5 MB/s eta 0:00:17\n",
      "   --------------------- ----------------- 203.4/375.7 MB 10.5 MB/s eta 0:00:17\n",
      "   --------------------- ----------------- 205.5/375.7 MB 10.5 MB/s eta 0:00:17\n",
      "   --------------------- ----------------- 207.6/375.7 MB 10.5 MB/s eta 0:00:17\n",
      "   --------------------- ----------------- 210.8/375.7 MB 10.5 MB/s eta 0:00:16\n",
      "   ---------------------- ---------------- 213.1/375.7 MB 10.6 MB/s eta 0:00:16\n",
      "   ---------------------- ---------------- 215.5/375.7 MB 10.5 MB/s eta 0:00:16\n",
      "   ---------------------- ---------------- 217.3/375.7 MB 10.5 MB/s eta 0:00:16\n",
      "   ---------------------- ---------------- 221.0/375.7 MB 10.6 MB/s eta 0:00:15\n",
      "   ----------------------- --------------- 223.6/375.7 MB 10.6 MB/s eta 0:00:15\n",
      "   ----------------------- --------------- 226.2/375.7 MB 10.6 MB/s eta 0:00:15\n",
      "   ----------------------- --------------- 228.9/375.7 MB 10.7 MB/s eta 0:00:14\n",
      "   ------------------------ -------------- 231.5/375.7 MB 10.7 MB/s eta 0:00:14\n",
      "   ------------------------ -------------- 233.6/375.7 MB 10.7 MB/s eta 0:00:14\n",
      "   ------------------------ -------------- 236.7/375.7 MB 10.7 MB/s eta 0:00:13\n",
      "   ------------------------ -------------- 238.6/375.7 MB 10.7 MB/s eta 0:00:13\n",
      "   ------------------------- ------------- 240.9/375.7 MB 10.7 MB/s eta 0:00:13\n",
      "   ------------------------- ------------- 243.3/375.7 MB 10.7 MB/s eta 0:00:13\n",
      "   ------------------------- ------------- 243.8/375.7 MB 10.7 MB/s eta 0:00:13\n",
      "   ------------------------- ------------- 247.2/375.7 MB 10.7 MB/s eta 0:00:13\n",
      "   -------------------------- ------------ 251.1/375.7 MB 10.7 MB/s eta 0:00:12\n",
      "   -------------------------- ------------ 252.2/375.7 MB 10.7 MB/s eta 0:00:12\n",
      "   -------------------------- ------------ 256.4/375.7 MB 10.8 MB/s eta 0:00:12\n",
      "   -------------------------- ------------ 259.8/375.7 MB 10.8 MB/s eta 0:00:11\n",
      "   --------------------------- ----------- 261.9/375.7 MB 10.8 MB/s eta 0:00:11\n",
      "   --------------------------- ----------- 264.2/375.7 MB 10.9 MB/s eta 0:00:11\n",
      "   --------------------------- ----------- 266.6/375.7 MB 11.0 MB/s eta 0:00:10\n",
      "   --------------------------- ----------- 267.9/375.7 MB 10.9 MB/s eta 0:00:10\n",
      "   --------------------------- ----------- 267.9/375.7 MB 10.9 MB/s eta 0:00:10\n",
      "   ---------------------------- ---------- 270.3/375.7 MB 10.9 MB/s eta 0:00:10\n",
      "   ---------------------------- ---------- 271.8/375.7 MB 10.9 MB/s eta 0:00:10\n",
      "   ---------------------------- ---------- 274.5/375.7 MB 10.9 MB/s eta 0:00:10\n",
      "   ---------------------------- ---------- 276.3/375.7 MB 11.0 MB/s eta 0:00:10\n",
      "   ---------------------------- ---------- 277.6/375.7 MB 10.9 MB/s eta 0:00:09\n",
      "   ----------------------------- --------- 280.8/375.7 MB 11.0 MB/s eta 0:00:09\n",
      "   ----------------------------- --------- 283.4/375.7 MB 11.1 MB/s eta 0:00:09\n",
      "   ----------------------------- --------- 284.4/375.7 MB 11.1 MB/s eta 0:00:09\n",
      "   ----------------------------- --------- 287.0/375.7 MB 11.1 MB/s eta 0:00:09\n",
      "   ------------------------------ -------- 289.1/375.7 MB 11.1 MB/s eta 0:00:08\n",
      "   ------------------------------ -------- 290.5/375.7 MB 11.1 MB/s eta 0:00:08\n",
      "   ------------------------------ -------- 291.8/375.7 MB 11.0 MB/s eta 0:00:08\n",
      "   ------------------------------ -------- 295.4/375.7 MB 11.1 MB/s eta 0:00:08\n",
      "   ------------------------------ -------- 297.5/375.7 MB 11.1 MB/s eta 0:00:08\n",
      "   ------------------------------- ------- 300.7/375.7 MB 11.1 MB/s eta 0:00:07\n",
      "   ------------------------------- ------- 304.1/375.7 MB 11.2 MB/s eta 0:00:07\n",
      "   ------------------------------- ------- 306.4/375.7 MB 11.2 MB/s eta 0:00:07\n",
      "   ------------------------------- ------- 308.3/375.7 MB 11.2 MB/s eta 0:00:07\n",
      "   -------------------------------- ------ 310.9/375.7 MB 11.2 MB/s eta 0:00:06\n",
      "   -------------------------------- ------ 314.3/375.7 MB 11.4 MB/s eta 0:00:06\n",
      "   -------------------------------- ------ 315.4/375.7 MB 11.3 MB/s eta 0:00:06\n",
      "   --------------------------------- ----- 318.0/375.7 MB 11.3 MB/s eta 0:00:06\n",
      "   --------------------------------- ----- 320.1/375.7 MB 11.3 MB/s eta 0:00:05\n",
      "   --------------------------------- ----- 323.0/375.7 MB 11.3 MB/s eta 0:00:05\n",
      "   --------------------------------- ----- 326.1/375.7 MB 11.4 MB/s eta 0:00:05\n",
      "   ---------------------------------- ---- 329.3/375.7 MB 11.5 MB/s eta 0:00:05\n",
      "   ---------------------------------- ---- 331.9/375.7 MB 11.5 MB/s eta 0:00:04\n",
      "   ---------------------------------- ---- 335.5/375.7 MB 11.5 MB/s eta 0:00:04\n",
      "   ----------------------------------- --- 338.7/375.7 MB 11.6 MB/s eta 0:00:04\n",
      "   ----------------------------------- --- 341.3/375.7 MB 11.5 MB/s eta 0:00:03\n",
      "   ----------------------------------- --- 343.1/375.7 MB 11.5 MB/s eta 0:00:03\n",
      "   ----------------------------------- --- 346.0/375.7 MB 11.6 MB/s eta 0:00:03\n",
      "   ------------------------------------ -- 348.4/375.7 MB 11.5 MB/s eta 0:00:03\n",
      "   ------------------------------------ -- 351.5/375.7 MB 11.6 MB/s eta 0:00:03\n",
      "   ------------------------------------ -- 355.5/375.7 MB 11.6 MB/s eta 0:00:02\n",
      "   ------------------------------------- - 357.3/375.7 MB 11.6 MB/s eta 0:00:02\n",
      "   ------------------------------------- - 360.2/375.7 MB 11.6 MB/s eta 0:00:02\n",
      "   ------------------------------------- - 363.3/375.7 MB 11.7 MB/s eta 0:00:02\n",
      "   ------------------------------------- - 365.7/375.7 MB 11.8 MB/s eta 0:00:01\n",
      "   --------------------------------------  368.8/375.7 MB 11.8 MB/s eta 0:00:01\n",
      "   --------------------------------------  372.0/375.7 MB 11.8 MB/s eta 0:00:01\n",
      "   --------------------------------------  374.3/375.7 MB 11.8 MB/s eta 0:00:01\n",
      "   --------------------------------------  375.7/375.7 MB 11.8 MB/s eta 0:00:01\n",
      "   --------------------------------------  375.7/375.7 MB 11.8 MB/s eta 0:00:01\n",
      "   --------------------------------------- 375.7/375.7 MB 11.6 MB/s eta 0:00:00\n",
      "Downloading ml_dtypes-0.5.1-cp39-cp39-win_amd64.whl (209 kB)\n",
      "Downloading tensorboard-2.19.0-py3-none-any.whl (5.5 MB)\n",
      "   ---------------------------------------- 0.0/5.5 MB ? eta -:--:--\n",
      "   ------------------------ --------------- 3.4/5.5 MB 20.2 MB/s eta 0:00:01\n",
      "   ---------------------------------------- 5.5/5.5 MB 14.0 MB/s eta 0:00:00\n",
      "Installing collected packages: ml-dtypes, tensorboard, tensorflow, tf_keras\n",
      "  Attempting uninstall: ml-dtypes\n",
      "    Found existing installation: ml-dtypes 0.4.1\n",
      "    Uninstalling ml-dtypes-0.4.1:\n",
      "      Successfully uninstalled ml-dtypes-0.4.1\n",
      "  Attempting uninstall: tensorboard\n",
      "    Found existing installation: tensorboard 2.18.0\n",
      "    Uninstalling tensorboard-2.18.0:\n",
      "      Successfully uninstalled tensorboard-2.18.0\n",
      "  Attempting uninstall: tensorflow\n",
      "    Found existing installation: tensorflow 2.18.0\n",
      "    Uninstalling tensorflow-2.18.0:\n",
      "      Successfully uninstalled tensorflow-2.18.0\n",
      "  Rolling back uninstall of tensorflow\n",
      "  Moving to c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages\\tensorflow-2.18.0.dist-info\\\n",
      "   from C:\\Users\\alokd\\miniconda3\\envs\\chat\\Lib\\site-packages\\~ensorflow-2.18.0.dist-info\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  WARNING: Failed to remove contents in a temporary directory 'C:\\Users\\alokd\\miniconda3\\envs\\chat\\Lib\\site-packages\\~l_dtypes'.\n",
      "  You can safely remove it manually.\n",
      "ERROR: Could not install packages due to an OSError: [WinError 5] Access is denied: 'C:\\\\Users\\\\alokd\\\\miniconda3\\\\envs\\\\chat\\\\Lib\\\\site-packages\\\\tensorflow\\\\compiler\\\\mlir\\\\lite\\\\python\\\\_pywrap_converter_api.pyd'\n",
      "Consider using the `--user` option or check the permissions.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "!pip install tf_keras"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting tf-keras\n",
      "  Using cached tf_keras-2.19.0-py3-none-any.whl.metadata (1.8 kB)\n",
      "Collecting tensorflow<2.20,>=2.19 (from tf-keras)\n",
      "  Using cached tensorflow-2.19.0-cp39-cp39-win_amd64.whl.metadata (4.1 kB)\n",
      "Requirement already satisfied: absl-py>=1.0.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (2.1.0)\n",
      "Requirement already satisfied: astunparse>=1.6.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (1.6.3)\n",
      "Requirement already satisfied: flatbuffers>=24.3.25 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (25.2.10)\n",
      "Requirement already satisfied: gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (0.6.0)\n",
      "Requirement already satisfied: google-pasta>=0.1.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (0.2.0)\n",
      "Requirement already satisfied: libclang>=13.0.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (18.1.1)\n",
      "Requirement already satisfied: opt-einsum>=2.3.2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (3.4.0)\n",
      "Requirement already satisfied: packaging in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (24.2)\n",
      "Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.3 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (5.29.3)\n",
      "Requirement already satisfied: requests<3,>=2.21.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (2.32.3)\n",
      "Requirement already satisfied: setuptools in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (75.8.0)\n",
      "Requirement already satisfied: six>=1.12.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (1.17.0)\n",
      "Requirement already satisfied: termcolor>=1.1.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (2.5.0)\n",
      "Requirement already satisfied: typing-extensions>=3.6.6 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (4.12.2)\n",
      "Requirement already satisfied: wrapt>=1.11.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (1.17.2)\n",
      "Requirement already satisfied: grpcio<2.0,>=1.24.3 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (1.70.0)\n",
      "Collecting tensorboard~=2.19.0 (from tensorflow<2.20,>=2.19->tf-keras)\n",
      "  Using cached tensorboard-2.19.0-py3-none-any.whl.metadata (1.8 kB)\n",
      "Requirement already satisfied: keras>=3.5.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (3.9.0)\n",
      "Requirement already satisfied: numpy<2.2.0,>=1.26.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (2.0.2)\n",
      "Requirement already satisfied: h5py>=3.11.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (3.13.0)\n",
      "Collecting ml-dtypes<1.0.0,>=0.5.1 (from tensorflow<2.20,>=2.19->tf-keras)\n",
      "  Using cached ml_dtypes-0.5.1-cp39-cp39-win_amd64.whl.metadata (22 kB)\n",
      "Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (0.31.0)\n",
      "Requirement already satisfied: wheel<1.0,>=0.23.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from astunparse>=1.6.0->tensorflow<2.20,>=2.19->tf-keras) (0.45.1)\n",
      "Requirement already satisfied: rich in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (13.9.4)\n",
      "Requirement already satisfied: namex in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (0.0.8)\n",
      "Requirement already satisfied: optree in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (0.14.1)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf-keras) (3.4.1)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf-keras) (3.10)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf-keras) (2.3.0)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf-keras) (2025.1.31)\n",
      "Requirement already satisfied: markdown>=2.6.8 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (3.7)\n",
      "Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (0.7.2)\n",
      "Requirement already satisfied: werkzeug>=1.0.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (3.1.3)\n",
      "Requirement already satisfied: importlib-metadata>=4.4 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from markdown>=2.6.8->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (8.6.1)\n",
      "Requirement already satisfied: MarkupSafe>=2.1.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from werkzeug>=1.0.1->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (3.0.2)\n",
      "Requirement already satisfied: markdown-it-py>=2.2.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (3.0.0)\n",
      "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (2.19.1)\n",
      "Requirement already satisfied: zipp>=3.20 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from importlib-metadata>=4.4->markdown>=2.6.8->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (3.21.0)\n",
      "Requirement already satisfied: mdurl~=0.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from markdown-it-py>=2.2.0->rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (0.1.2)\n",
      "Using cached tf_keras-2.19.0-py3-none-any.whl (1.7 MB)\n",
      "Using cached tensorflow-2.19.0-cp39-cp39-win_amd64.whl (375.7 MB)\n",
      "Using cached ml_dtypes-0.5.1-cp39-cp39-win_amd64.whl (209 kB)\n",
      "Using cached tensorboard-2.19.0-py3-none-any.whl (5.5 MB)\n",
      "Installing collected packages: ml-dtypes, tensorboard, tensorflow, tf-keras\n",
      "  Attempting uninstall: ml-dtypes\n",
      "    Found existing installation: ml-dtypes 0.4.1\n",
      "    Uninstalling ml-dtypes-0.4.1:\n",
      "      Successfully uninstalled ml-dtypes-0.4.1\n",
      "  Attempting uninstall: tensorboard\n",
      "    Found existing installation: tensorboard 2.18.0\n",
      "    Uninstalling tensorboard-2.18.0:\n",
      "      Successfully uninstalled tensorboard-2.18.0\n",
      "  Attempting uninstall: tensorflow\n",
      "    Found existing installation: tensorflow 2.18.0\n",
      "    Uninstalling tensorflow-2.18.0:\n",
      "      Successfully uninstalled tensorflow-2.18.0\n",
      "  Rolling back uninstall of tensorflow\n",
      "  Moving to c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages\\tensorflow-2.18.0.dist-info\\\n",
      "   from C:\\Users\\alokd\\miniconda3\\envs\\chat\\Lib\\site-packages\\~ensorflow-2.18.0.dist-info\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR: Could not install packages due to an OSError: [WinError 5] Access is denied: 'c:\\\\Users\\\\alokd\\\\miniconda3\\\\envs\\\\chat\\\\Lib\\\\site-packages\\\\tensorflow\\\\compiler\\\\mlir\\\\lite\\\\python\\\\_pywrap_converter_api.pyd'\n",
      "Consider using the `--user` option or check the permissions.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "pip install tf-keras"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "chat",
   "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": "3.9.21"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}