archive/Labs/Clustering-and-Embedding/01_create_resource.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Login to Azure\n",
    "!az login"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use Non-prod subscription\n",
    "!az account set --subscription  <your subscription name>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "openai_rg_name = 'OAIResourceGroup'\n",
    "openai_svc_name = 'MyOpenAIResource'\n",
    "!az group create --name $openai_rg_name --location southcentralus"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Create OpenAI service\n",
    "Update -l parameter value for a new endpoint uri"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Wait until the resource group is created\n",
    "# Create OpenAI service\n",
    "!az cognitiveservices account create -n $openai_svc_name -g $openai_rg_name -l southcentralus --kind OpenAI --sku s0 --subscription 8480def5-8f7a-4285-99f7-295b61d7b22a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!az cognitiveservices account show -n $openai_svc_name -g $openai_rg_name "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!az cognitiveservices account keys list -n $openai_svc_name -g $openai_rg_name "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Deploy a model\n",
    "search_doc_deployment_name = 'curie-search-doc'\n",
    "search_doc_model = 'text-search-curie-doc-001'\n",
    "search_query_deployment_name = 'curie-search-query'\n",
    "search_query_model = 'text-search-curie-query-001'\n",
    "text_deployment_name = 'text-davinci-003'\n",
    "text_model = 'text-davinci-003'\n",
    "text_similarity_deployment_name = 'text-similarity-davinci-001'\n",
    "text_similarity_model = 'text-similarity-davinci-001'\n",
    "\n",
    "!az cognitiveservices account deployment create -g $openai_rg_name -n $openai_svc_name --deployment-name $text_similarity_deployment_name --model-name $text_similarity_model --model-version \"1\"  --model-format OpenAI --scale-settings-scale-type \"Standard\"\n",
    "!az cognitiveservices account deployment create -g $openai_rg_name -n $openai_svc_name --deployment-name $search_doc_deployment_name --model-name $search_doc_model --model-version \"1\"  --model-format OpenAI --scale-settings-scale-type \"Standard\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "!az cognitiveservices account deployment create -g $openai_rg_name -n $openai_svc_name --deployment-name $search_query_deployment_name --model-name $search_query_model --model-version \"1\"  --model-format OpenAI --scale-settings-scale-type \"Standard\"\n",
    "!az cognitiveservices account deployment create -g $openai_rg_name -n $openai_svc_name --deployment-name $text_deployment_name --model-name $text_model --model-version \"1\"  --model-format OpenAI --scale-settings-scale-type \"Standard\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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