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feat: add 00-quick-start
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‎README.md

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* .NET Interactive | Samples - <https://github.com/dotnet/interactive/tree/main/samples/notebooks/csharp>
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* .NET Interactive - <https://github.com/dotnet/interactive/blob/main/docs/README.md>
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* Elasticsearch Labs <https://github.com/elastic/elasticsearch-labs>
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* <https://www.elastic.co/start-local>
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* <https://www.elastic.co/start-local>
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* <https://devblogs.microsoft.com/dotnet/introducing-microsoft-extensions-ai-preview/>
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* <https://www.galileo.ai/blog/mastering-rag-how-to-select-an-embedding-model>

‎src/_infra/azure-infra.ipynb

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{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Deploy Azure Resources\n",
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"\n",
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"https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/create-resource?pivots=cli"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"dotnet_interactive": {
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"language": "pwsh"
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},
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"polyglot_notebook": {
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"kernelName": "pwsh"
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}
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},
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"outputs": [],
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"source": [
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"az account show\n",
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"\n",
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"$location = \"eastus\"\n",
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"$resourceGroup = \"rg-elasticsearch-playground\"\n",
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"$aiResourceName = \"ai-elasticsearch-playground\"\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"dotnet_interactive": {
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"language": "pwsh"
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},
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"polyglot_notebook": {
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"kernelName": "pwsh"
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}
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},
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"outputs": [],
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"source": [
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"az group create `\n",
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" --name rg-elasticsearch-playground `\n",
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" --location $location"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"dotnet_interactive": {
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"language": "pwsh"
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},
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"polyglot_notebook": {
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"kernelName": "pwsh"
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}
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},
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"outputs": [],
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"source": [
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"az group show --name rg-elasticsearch-playground"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"dotnet_interactive": {
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"language": "pwsh"
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},
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"polyglot_notebook": {
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"kernelName": "pwsh"
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}
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},
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"outputs": [],
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"source": [
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"az cognitiveservices account create `\n",
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" --name $aiResourceName `\n",
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" --resource-group $resourceGroup `\n",
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" --location $location `\n",
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" --kind OpenAI --sku s0"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"dotnet_interactive": {
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"language": "pwsh"
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},
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"polyglot_notebook": {
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"kernelName": "pwsh"
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}
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},
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"outputs": [],
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"source": [
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"az cognitiveservices account show `\n",
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" --name $aiResourceName `\n",
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" --resource-group $resourceGroup | jq -r '.properties.endpoint'\n",
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"\n",
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"az cognitiveservices account keys list `\n",
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" --name $aiResourceName `\n",
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" --resource-group $resourceGroup | jq -r .key1"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"dotnet_interactive": {
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"language": "pwsh"
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},
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"polyglot_notebook": {
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"kernelName": "pwsh"
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}
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},
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"outputs": [],
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"source": [
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"az cognitiveservices account `\n",
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" deployment create `\n",
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" --name $aiResourceName `\n",
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" --resource-group $resourceGroup `\n",
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" --deployment-name \"text-embedding-3-small\" `\n",
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" --model-name \"text-embedding-3-small\" `\n",
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" --model-version \"1\" `\n",
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" --model-format OpenAI `\n",
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" --sku-capacity \"1\" `\n",
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" --sku-name \"Standard\" `\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {
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"dotnet_interactive": {
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"language": "pwsh"
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},
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"polyglot_notebook": {
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"kernelName": "pwsh"
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}
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},
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"outputs": [],
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"source": [
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"az cognitiveservices account deployment list `\n",
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" --name $aiResourceName `\n",
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" --resource-group $resourceGroup"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": ".NET (C#)",
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"language": "C#",
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"name": ".net-csharp"
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},
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"polyglot_notebook": {
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"kernelInfo": {
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"defaultKernelName": "csharp",
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"items": [
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{
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"aliases": [],
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"languageName": "csharp",
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"name": "csharp"
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}
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]
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}
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}

‎src/_infra/get-connection-string.ipynb

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"source": [
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"using dotenv.net;\n",
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"\n",
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"var variables = DotEnv.Read(new DotEnvOptions(envFilePaths: new[] {\"../../.env\"}));\n",
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"var envs = DotEnv.Read(new DotEnvOptions(envFilePaths: new[] {\"../../.env\"}));\n",
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"\n",
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"if (!variables.TryGetValue(\"PLAYGROUND_CONNECTION_STRING\", out var connectionStringInput)\n",
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"if (!envs.TryGetValue(\"PLAYGROUND_CONNECTION_STRING\", out var connectionStringInput)\n",
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" || string.IsNullOrEmpty(connectionStringInput))\n",
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"{\n",
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" connectionStringInput = await Microsoft.DotNet.Interactive.Kernel.GetInputAsync(\"Please provide a connection string.\");\n",

‎src/_infra/setup-elastic-infrastructure.ipynb

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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"dotnet_interactive": {
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"language": "csharp"
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},
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"polyglot_notebook": {
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"kernelName": "csharp"
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}
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},
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"outputs": [],
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"source": [
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"#r \"nuget: Testcontainers.Elasticsearch\""
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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},
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"outputs": [],
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"source": [
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"#r \"nuget: Testcontainers.Elasticsearch\"\n",
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"\n",
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"using Testcontainers.Elasticsearch;\n",
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"\n",
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"var elasticsearchContainer = new ElasticsearchBuilder()\n",

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