diff --git a/.env.sample b/.env.sample
new file mode 100644
index 0000000..209ce0b
--- /dev/null
+++ b/.env.sample
@@ -0,0 +1,3 @@
+MSSQL='Server=.database.windows.net;Initial Catalog=;Persist Security Info=False;User ID=session_recommender_app;Password=unEno!h5!&*KP420xds&@P901afb$^M;MultipleActiveResultSets=False;Encrypt=True;Connection Timeout=30;'
+OPENAI.URL='https://.openai.azure.com'
+OPENAI.KEY=''
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..8efbe82
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,13 @@
+# Thanks to: https://rehansaeed.com/gitattributes-best-practices/
+
+# Set default behavior to automatically normalize line endings.
+* text=auto
+
+# Force batch scripts to always use CRLF line endings so that if a repo is accessed
+# in Windows via a file share from Linux, the scripts will work.
+*.{cmd,[cC][mM][dD]} text eol=crlf
+*.{bat,[bB][aA][tT]} text eol=crlf
+
+# Force bash scripts to always use LF line endings so that if a repo is accessed
+# in Unix via a file share from Windows, the scripts will work.
+*.sh text eol=lf
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 8a30d25..e21ec49 100644
--- a/.gitignore
+++ b/.gitignore
@@ -396,3 +396,9 @@ FodyWeavers.xsd
# JetBrains Rider
*.sln.iml
+
+# Custom
+.env
+azuredeploy.parameters.json
+*.zip
+.azure/
diff --git a/.nvmrc b/.nvmrc
new file mode 100644
index 0000000..2edeafb
--- /dev/null
+++ b/.nvmrc
@@ -0,0 +1 @@
+20
\ No newline at end of file
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
new file mode 100644
index 0000000..bb76300
--- /dev/null
+++ b/.vscode/extensions.json
@@ -0,0 +1,6 @@
+{
+ "recommendations": [
+ "ms-azuretools.vscode-azurefunctions",
+ "ms-dotnettools.csharp"
+ ]
+}
\ No newline at end of file
diff --git a/.vscode/launch.json b/.vscode/launch.json
new file mode 100644
index 0000000..a778a15
--- /dev/null
+++ b/.vscode/launch.json
@@ -0,0 +1,25 @@
+{
+ "version": "0.2.0",
+ "configurations": [
+ {
+ "name": "Attach to .NET Functions",
+ "type": "coreclr",
+ "request": "attach",
+ "processId": "${command:azureFunctions.pickProcess}"
+ },
+ {
+ "name": "Run web app",
+ "type": "node",
+ "request": "launch",
+ "cwd": "${workspaceFolder}",
+ "runtimeExecutable": "swa",
+ "runtimeArgs": ["start"],
+ "presentation": {
+ "hidden": false,
+ "group": "Frontend",
+ "order": 1
+ },
+ "preLaunchTask": "npm: install"
+ }
+ ]
+}
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..4ff618a
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,7 @@
+{
+ "azureFunctions.deploySubpath": "api/bin/Release/net8.0/publish",
+ "azureFunctions.projectLanguage": "C#",
+ "azureFunctions.projectRuntime": "~4",
+ "debug.internalConsoleOptions": "neverOpen",
+ "azureFunctions.preDeployTask": "publish (functions)"
+}
\ No newline at end of file
diff --git a/.vscode/tasks.json b/.vscode/tasks.json
new file mode 100644
index 0000000..370f7e1
--- /dev/null
+++ b/.vscode/tasks.json
@@ -0,0 +1,89 @@
+{
+ "version": "2.0.0",
+ "tasks": [
+ {
+ "label": "clean (functions)",
+ "command": "dotnet",
+ "args": [
+ "clean",
+ "/property:GenerateFullPaths=true",
+ "/consoleloggerparameters:NoSummary"
+ ],
+ "type": "process",
+ "problemMatcher": "$msCompile",
+ "options": {
+ "cwd": "${workspaceFolder}/api"
+ }
+ },
+ {
+ "label": "build (functions)",
+ "command": "dotnet",
+ "args": [
+ "build",
+ "/property:GenerateFullPaths=true",
+ "/consoleloggerparameters:NoSummary"
+ ],
+ "type": "process",
+ "dependsOn": "clean (functions)",
+ "group": {
+ "kind": "build",
+ "isDefault": true
+ },
+ "problemMatcher": "$msCompile",
+ "options": {
+ "cwd": "${workspaceFolder}/api"
+ }
+ },
+ {
+ "label": "clean release (functions)",
+ "command": "dotnet",
+ "args": [
+ "clean",
+ "--configuration",
+ "Release",
+ "/property:GenerateFullPaths=true",
+ "/consoleloggerparameters:NoSummary"
+ ],
+ "type": "process",
+ "problemMatcher": "$msCompile",
+ "options": {
+ "cwd": "${workspaceFolder}/api"
+ }
+ },
+ {
+ "label": "publish (functions)",
+ "command": "dotnet",
+ "args": [
+ "publish",
+ "--configuration",
+ "Release",
+ "/property:GenerateFullPaths=true",
+ "/consoleloggerparameters:NoSummary"
+ ],
+ "type": "process",
+ "dependsOn": "clean release (functions)",
+ "problemMatcher": "$msCompile",
+ "options": {
+ "cwd": "${workspaceFolder}/api"
+ }
+ },
+ {
+ "type": "func",
+ "dependsOn": "build (functions)",
+ "options": {
+ "cwd": "${workspaceFolder}/api/bin/Debug/net8.0"
+ },
+ "command": "host start",
+ "isBackground": true,
+ "problemMatcher": "$func-dotnet-watch"
+ },
+ {
+ "type": "npm",
+ "options": {
+ "cwd": "${workspaceFolder}/client"
+ },
+ "script": "install",
+ "label": "npm: install"
+ }
+ ]
+}
diff --git a/README.md b/README.md
index 4fcc945..46433b3 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,168 @@
-Coming Soon!
+---
+page_type: sample
+languages:
+- azdeveloper
+- csharp
+- sql
+- tsql
+- javascript
+- html
+- bicep
+products:
+- azure-functions
+- azure-sql-database
+- static-web-apps
+- sql-server
+- azure-sql-managed-instance
+- azure-sqlserver-vm
+- dotnet
+- azure-openai
+urlFragment: azure-sql-db-session-recommender
+name: Session Recommender using Azure SQL DB, Open AI and Vector Search
+description: Build a session recommender using Jamstack and Event-Driven architecture, using Azure SQL DB to store and search vectors embeddings generated using OpenAI
+---
+<!-- YAML front-matter schema: https://review.learn.microsoft.com/en-us/help/contribute/samples/process/onboarding?branch=main#supported-metadata-fields-for-readmemd -->
-In the meantime take a look at v1 of this project:
+# Session Assistant Sample - Retrieveal Augmented Generation with Azure SQL DB and OpenAI
-- https://sessionfinder.dotnetconf.net/
-- https://github.com/Azure-Samples/azure-sql-db-session-recommender
+This repository is a evoution of the [Session Recommender](https://github.com/azure-samples/azure-sql-db-session-recommender) sample. In addition to vector search, also Retrival Augmented Generation (RAG) is used to generate the response to the user query. If you are completely new to this topic, you may want to start there, and then come back here.
+
+
+
+A session recommender built using
+
+- [Azure Static Web Apps](https://learn.microsoft.com/en-us/azure/static-web-apps/overview)
+- [Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-services/openai/)
+- [Azure Functions](https://learn.microsoft.com/en-us/azure/azure-functions/functions-overview?pivots=programming-language-csharp)
+- [Azure SQL Database](https://www.sqlservercentral.com/articles/the-sql-developer-experience-beyond-rdbms)
+- [Data API builder](https://aka.ms/dab)
+
+For more details on the solution check also the following articles:
+
+- [How I built a session recommender in 1 hour using Open AI](https://dev.to/azure/how-i-built-a-session-recommender-in-1-hour-using-open-ai-5419)
+- [Vector Similarity Search with Azure SQL database and OpenAI](https://devblogs.microsoft.com/azure-sql/vector-similarity-search-with-azure-sql-database-and-openai/)
+
+# Deploy the sample using the Azure Developer CLI (azd) template
+
+The Azure Developer CLI (`azd`) is a developer-centric command-line interface (CLI) tool for creating Azure applications.
+
+## Prerequisites
+
+- Install [AZD CLI](https://learn.microsoft.com/azure/developer/azure-developer-cli/install-azd).
+- Install [.NET SDK](https://dotnet.microsoft.com/download).
+- Install [Node.js](https://nodejs.org/download/).
+- Install [SWA CLI](https://azure.github.io/static-web-apps-cli/docs/use/install#installing-the-cli).
+
+## Install AZD CLI
+
+You need to install it before running and deploying with the Azure Developer CLI.
+
+### Windows
+
+```powershell
+powershell -ex AllSigned -c "Invoke-RestMethod 'https://aka.ms/install-azd.ps1' | Invoke-Expression"
+```
+
+### Linux/MacOS
+
+```bash
+curl -fsSL https://aka.ms/install-azd.sh | bash
+```
+
+After logging in with the following command, you will be able to use azd cli to quickly provision and deploy the application.
+
+## Authenticate with Azure
+
+Make sure AZD CLI can access Azure resources. You can use the following command to log in to Azure:
+
+```bash
+azd auth login
+```
+
+## Initialize the template
+
+Then, execute the `azd init` command to initialize the environment (You do not need to run this command if you already have the code or have opened this in a Codespace or DevContainer).
+
+```bash
+azd init -t Azure-Samples/azure-sql-db-session-recommender-v2
+```
+
+Enter an environment name.
+
+## Deploy the sample
+
+Run `azd up` to provision all the resources to Azure and deploy the code to those resources.
+
+```bash
+azd up
+```
+
+Select your desired `subscription` and `location`. Then choose a resource group or create a new resource group. Wait a moment for the resource deployment to complete, click the Website endpoint and you will see the web app page.
+
+**Note**: Make sure to pick a region where all services are available like, for example, *West Europe* or *East US 2*
+
+## GitHub Actions
+
+Using the Azure Developer CLI, you can setup your pipelines, monitor your application, test and debug locally.
+
+```bash
+azd pipeline config
+```
+
+## Test the solution
+
+Add a new row to the `Sessions` table using the following SQL statement (you can use tools like [Azure Data Studio](https://learn.microsoft.com/en-us/azure-data-studio/quickstart-sql-database) or [SQL Server Management Studio](https://learn.microsoft.com/en-us/azure/azure-sql/database/connect-query-ssms?view=azuresql) to connect to the database. No need to install them if you don't want. In that case you can use the [SQL Editor in the Azure Portal](https://learn.microsoft.com/en-us/azure/azure-sql/database/connect-query-portal?view=azuresql)):
+
+```sql
+insert into web.sessions
+ (title, abstract, external_id, start_time_PST, end_time_PST, require_embeddings_update)
+values
+ (
+ 'Building a session recommender using OpenAI and Azure SQL',
+ 'In this fun and demo-driven session you’ll learn how to integrate Azure SQL with OpenAI to generate text embeddings, store them in the database, index them and calculate cosine distance to build a session recommender. And once that is done, you’ll publish it as a REST and GraphQL API to be consumed by a modern JavaScript frontend. Sounds pretty cool, uh? Well, it is!',
+ 'S1',
+ '2024-03-10 10:00:00',
+ '2024-03-10 11:00:00',
+ 1
+ )
+```
+
+immediately the deployed Azure Function will get executed in response to the `INSERT` statement. The Azure Function will call the OpenAI service to generate the text embedding for the session title and abstract, and then store the embedding in the database, specifically in the `web.sessions_embeddings` table.
+
+```sql
+select * from web.sessions_embeddings
+```
+
+You can now open the URL associated with the created Static Web App to see the session recommender in action. You can get the URL from the Static Web App overview page in the Azure portal.
+
+
+
+## Run the solution locally
+
+The whole solution can be executed locally, using [Static Web App CLI](https://github.com/Azure/static-web-apps-cli) and [Azure Function CLI](https://learn.microsoft.com/en-us/azure/azure-functions/functions-run-local?tabs=windows%2Cisolated-process%2Cnode-v4%2Cpython-v2%2Chttp-trigger%2Ccontainer-apps&pivots=programming-language-csharp).
+
+Install the required node packages needed by the fronted:
+
+```bash
+cd client
+npm install
+```
+
+once finished, create a `./func/local.settings.json` and `.env` starting from provided samples files, and fill out the settings using the correct values for your environment.
+
+From the sample root folder run:
+
+```bash
+swa start ./client --api-location ./func --data-api-location ./swa-db-connections
+```
+
+## Fluent UI
+
+The solution uses Fluent UI for the UI components. The Fluent UI is a collection of UX frameworks from Microsoft that provides a consistent design language for web, mobile, and desktop applications. More details about Fluent UI can be found at the following links:
+
+- https://github.com/microsoft/fluentui
+- https://react.fluentui.dev/
+
+## Credits
+
+Thanks a lot to [Aaron Powell](https://www.aaron-powell.com/) for having helped in building the RAG sample, doing a complete UI revamp using the Fluent UI and for the implementaiton of the `ask` endpoint.
\ No newline at end of file
diff --git a/azure.yaml b/azure.yaml
new file mode 100644
index 0000000..b03c92c
--- /dev/null
+++ b/azure.yaml
@@ -0,0 +1,15 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/Azure/azure-dev/main/schemas/v1.0/azure.yaml.json
+
+name: azure-sql-db-session-recommender-v2
+metadata:
+ template: azure-sql-db-session-recommender-v2
+services:
+ web:
+ project: ./client
+ language: js
+ host: staticwebapp
+ dist: dist
+ functionapp:
+ project: ./func
+ language: dotnet
+ host: function
\ No newline at end of file
diff --git a/client/.eslintrc.cjs b/client/.eslintrc.cjs
new file mode 100644
index 0000000..4dcb439
--- /dev/null
+++ b/client/.eslintrc.cjs
@@ -0,0 +1,20 @@
+module.exports = {
+ root: true,
+ env: { browser: true, es2020: true },
+ extends: [
+ 'eslint:recommended',
+ 'plugin:react/recommended',
+ 'plugin:react/jsx-runtime',
+ 'plugin:react-hooks/recommended',
+ ],
+ ignorePatterns: ['dist', '.eslintrc.cjs'],
+ parserOptions: { ecmaVersion: 'latest', sourceType: 'module' },
+ settings: { react: { version: '18.2' } },
+ plugins: ['react-refresh'],
+ rules: {
+ 'react-refresh/only-export-components': [
+ 'warn',
+ { allowConstantExport: true },
+ ],
+ },
+}
diff --git a/client/.gitignore b/client/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/client/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/client/index.html b/client/index.html
new file mode 100644
index 0000000..f0fa470
--- /dev/null
+++ b/client/index.html
@@ -0,0 +1,17 @@
+<!doctype html>
+<html lang="en">
+ <head>
+ <meta charset="UTF-8" />
+ <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+ <title>Conference AI Assistant</title>
+ <link rel="preconnect" href="https://fonts.googleapis.com">
+ <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin="">
+ <link href="https://fonts.googleapis.com/css2?family=Open+Sans:wght@400;600&family=Space+Grotesk:wght@700&display=swap" rel="stylesheet">
+ <style>.github-corner:hover .octo-arm{animation:octocat-wave 560ms ease-in-out}@keyframes octocat-wave{0%,100%{transform:rotate(0)}20%,60%{transform:rotate(-25deg)}40%,80%{transform:rotate(10deg)}}@media (max-width:500px){.github-corner:hover .octo-arm{animation:none}.github-corner .octo-arm{animation:octocat-wave 560ms ease-in-out}}</style>
+ </head>
+ <body>
+ <a href="https://github.com/Azure-Samples/azure-sql-db-session-recommender-v2" class="github-corner" aria-label="View source on GitHub"><svg width="80" height="80" viewBox="0 0 250 250" style="fill:#151513; color:#fff; position: absolute; top: 0; border: 0; right: 0;" aria-hidden="true"><path d="M0,0 L115,115 L130,115 L142,142 L250,250 L250,0 Z"></path><path d="M128.3,109.0 C113.8,99.7 119.0,89.6 119.0,89.6 C122.0,82.7 120.5,78.6 120.5,78.6 C119.2,72.0 123.4,76.3 123.4,76.3 C127.3,80.9 125.5,87.3 125.5,87.3 C122.9,97.6 130.6,101.9 134.4,103.2" fill="currentColor" style="transform-origin: 130px 106px;" class="octo-arm"></path><path d="M115.0,115.0 C114.9,115.1 118.7,116.5 119.8,115.4 L133.7,101.6 C136.9,99.2 139.9,98.4 142.2,98.6 C133.8,88.0 127.5,74.4 143.8,58.0 C148.5,53.4 154.0,51.2 159.7,51.0 C160.3,49.4 163.2,43.6 171.4,40.1 C171.4,40.1 176.1,42.5 178.8,56.2 C183.1,58.6 187.2,61.8 190.9,65.4 C194.5,69.0 197.7,73.2 200.1,77.6 C213.8,80.2 216.3,84.9 216.3,84.9 C212.7,93.1 206.9,96.0 205.4,96.6 C205.1,102.4 203.0,107.8 198.3,112.5 C181.9,128.9 168.3,122.5 157.7,114.1 C157.9,116.9 156.7,120.9 152.7,124.9 L141.0,136.5 C139.8,137.7 141.6,141.9 141.8,141.8 Z" fill="currentColor" class="octo-body"></path></svg></a>
+ <div id="root"></div>
+ <script type="module" src="/src/main.tsx"></script>
+ </body>
+</html>
diff --git a/client/package-lock.json b/client/package-lock.json
new file mode 100644
index 0000000..66c4fde
--- /dev/null
+++ b/client/package-lock.json
@@ -0,0 +1,7054 @@
+{
+ "name": "client",
+ "version": "0.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "client",
+ "version": "0.0.0",
+ "dependencies": {
+ "@fluentui/react": "^8.115.5",
+ "@fluentui/react-components": "^9.38.0",
+ "dayjs": "^1.11.10",
+ "localforage": "^1.10.0",
+ "localstorage-slim": "^2.7.0",
+ "match-sorter": "^6.3.1",
+ "react": "^18.2.0",
+ "react-dom": "^18.2.0",
+ "react-markdown": "^9.0.1",
+ "react-router-dom": "^6.16.0",
+ "sort-by": "^1.2.0"
+ },
+ "devDependencies": {
+ "@types/react": "^18.2.15",
+ "@types/react-dom": "^18.2.7",
+ "@typescript-eslint/eslint-plugin": "^6.10.0",
+ "@typescript-eslint/parser": "^6.10.0",
+ "@vitejs/plugin-react": "^4.0.3",
+ "eslint": "^8.45.0",
+ "eslint-plugin-react": "^7.32.2",
+ "eslint-plugin-react-hooks": "^4.6.0",
+ "eslint-plugin-react-refresh": "^0.4.3",
+ "typescript": "^5.2.2",
+ "vite": "^4.5.2"
+ }
+ },
+ "node_modules/@aashutoshrathi/word-wrap": {
+ "version": "1.2.6",
+ "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz",
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+ "dev": true,
+ "engines": {
+ "node": ">=0.10.0"
+ }
+ },
+ "node_modules/@ampproject/remapping": {
+ "version": "2.2.1",
+ "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
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+ "dev": true,
+ "dependencies": {
+ "@jridgewell/gen-mapping": "^0.3.0",
+ "@jridgewell/trace-mapping": "^0.3.9"
+ },
+ "engines": {
+ "node": ">=6.0.0"
+ }
+ },
+ "node_modules/@babel/code-frame": {
+ "version": "7.22.13",
+ "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.22.13.tgz",
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+ "dev": true,
+ "dependencies": {
+ "@babel/highlight": "^7.22.13",
+ "chalk": "^2.4.2"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/compat-data": {
+ "version": "7.22.20",
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+ "dev": true,
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/core": {
+ "version": "7.23.0",
+ "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.23.0.tgz",
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+ "dev": true,
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+ "@babel/template": "^7.22.15",
+ "@babel/traverse": "^7.23.0",
+ "@babel/types": "^7.23.0",
+ "convert-source-map": "^2.0.0",
+ "debug": "^4.1.0",
+ "gensync": "^1.0.0-beta.2",
+ "json5": "^2.2.3",
+ "semver": "^6.3.1"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ },
+ "funding": {
+ "type": "opencollective",
+ "url": "https://opencollective.com/babel"
+ }
+ },
+ "node_modules/@babel/generator": {
+ "version": "7.23.0",
+ "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.23.0.tgz",
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+ "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.1.3.tgz",
+ "integrity": "sha512-YmjsSMDBYsM1CaFiayOVT06+KJeXf0o5M/CAd4o1lTadFAtacTUM49zoYxr/oroopFDfhvN6iEcBxUyc3gvKmw==",
+ "dev": true,
+ "dependencies": {
+ "function.prototype.name": "^1.1.5",
+ "has-tostringtag": "^1.0.0",
+ "is-async-function": "^2.0.0",
+ "is-date-object": "^1.0.5",
+ "is-finalizationregistry": "^1.0.2",
+ "is-generator-function": "^1.0.10",
+ "is-regex": "^1.1.4",
+ "is-weakref": "^1.0.2",
+ "isarray": "^2.0.5",
+ "which-boxed-primitive": "^1.0.2",
+ "which-collection": "^1.0.1",
+ "which-typed-array": "^1.1.9"
+ },
+ "engines": {
+ "node": ">= 0.4"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/ljharb"
+ }
+ },
+ "node_modules/which-collection": {
+ "version": "1.0.1",
+ "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.1.tgz",
+ "integrity": "sha512-W8xeTUwaln8i3K/cY1nGXzdnVZlidBcagyNFtBdD5kxnb4TvGKR7FfSIS3mYpwWS1QUCutfKz8IY8RjftB0+1A==",
+ "dev": true,
+ "dependencies": {
+ "is-map": "^2.0.1",
+ "is-set": "^2.0.1",
+ "is-weakmap": "^2.0.1",
+ "is-weakset": "^2.0.1"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/ljharb"
+ }
+ },
+ "node_modules/which-typed-array": {
+ "version": "1.1.11",
+ "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.11.tgz",
+ "integrity": "sha512-qe9UWWpkeG5yzZ0tNYxDmd7vo58HDBc39mZ0xWWpolAGADdFOzkfamWLDxkOWcvHQKVmdTyQdLD4NOfjLWTKew==",
+ "dev": true,
+ "dependencies": {
+ "available-typed-arrays": "^1.0.5",
+ "call-bind": "^1.0.2",
+ "for-each": "^0.3.3",
+ "gopd": "^1.0.1",
+ "has-tostringtag": "^1.0.0"
+ },
+ "engines": {
+ "node": ">= 0.4"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/ljharb"
+ }
+ },
+ "node_modules/wrappy": {
+ "version": "1.0.2",
+ "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
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+ "dev": true
+ },
+ "node_modules/yallist": {
+ "version": "3.1.1",
+ "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+ "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+ "dev": true
+ },
+ "node_modules/yocto-queue": {
+ "version": "0.1.0",
+ "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+ "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+ "dev": true,
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/zwitch": {
+ "version": "2.0.4",
+ "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
+ "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
+ "funding": {
+ "type": "github",
+ "url": "https://github.com/sponsors/wooorm"
+ }
+ }
+ }
+}
diff --git a/client/package.json b/client/package.json
new file mode 100644
index 0000000..7881ade
--- /dev/null
+++ b/client/package.json
@@ -0,0 +1,38 @@
+{
+ "name": "client",
+ "private": true,
+ "version": "0.0.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "vite build",
+ "lint": "eslint . --ext js,jsx --report-unused-disable-directives --max-warnings 0",
+ "preview": "vite preview"
+ },
+ "dependencies": {
+ "@fluentui/react": "^8.115.5",
+ "@fluentui/react-components": "^9.38.0",
+ "dayjs": "^1.11.10",
+ "localforage": "^1.10.0",
+ "localstorage-slim": "^2.7.0",
+ "match-sorter": "^6.3.1",
+ "react": "^18.2.0",
+ "react-dom": "^18.2.0",
+ "react-markdown": "^9.0.1",
+ "react-router-dom": "^6.16.0",
+ "sort-by": "^1.2.0"
+ },
+ "devDependencies": {
+ "@types/react": "^18.2.15",
+ "@types/react-dom": "^18.2.7",
+ "@typescript-eslint/eslint-plugin": "^6.10.0",
+ "@typescript-eslint/parser": "^6.10.0",
+ "@vitejs/plugin-react": "^4.0.3",
+ "eslint": "^8.45.0",
+ "eslint-plugin-react": "^7.32.2",
+ "eslint-plugin-react-hooks": "^4.6.0",
+ "eslint-plugin-react-refresh": "^0.4.3",
+ "typescript": "^5.2.2",
+ "vite": "^4.5.2"
+ }
+}
diff --git a/client/src/Main.tsx b/client/src/Main.tsx
new file mode 100644
index 0000000..a314e35
--- /dev/null
+++ b/client/src/Main.tsx
@@ -0,0 +1,43 @@
+import * as React from "react";
+import * as ReactDOM from "react-dom/client";
+import { createBrowserRouter, RouterProvider } from "react-router-dom";
+import { FluentProvider, webLightTheme } from "@fluentui/react-components";
+
+import Root from "./pages/Root";
+import SessionSearch, { loader as sessionsListLoader } from "./pages/Search";
+import { Chat, action as chatAction } from "./pages/Chat";
+import { About, loader as aboutLoader } from "./pages/About";
+
+const router = createBrowserRouter([
+ {
+ path: "/",
+ element: <Root />,
+ children: [
+ {
+ index: true,
+ element: <Chat />,
+ action: chatAction,
+ },
+ {
+ index: false,
+ element: <SessionSearch />,
+ path: "/search",
+ loader: sessionsListLoader,
+ },
+ {
+ index: false,
+ element: <About />,
+ path: "/about",
+ loader: aboutLoader,
+ },
+ ],
+ },
+]);
+
+ReactDOM.createRoot(document.getElementById("root")!).render(
+ <React.StrictMode>
+ <FluentProvider theme={webLightTheme}>
+ <RouterProvider router={router} />
+ </FluentProvider>
+ </React.StrictMode>
+);
diff --git a/client/src/api/chat.ts b/client/src/api/chat.ts
new file mode 100644
index 0000000..540bb75
--- /dev/null
+++ b/client/src/api/chat.ts
@@ -0,0 +1,57 @@
+import { AskResponse } from "../models";
+
+type ChatTurn = {
+ userPrompt: string;
+ responseMessage?: string;
+};
+
+type UserQuestion = {
+ question: string;
+ askedOn: Date;
+};
+
+function sleep(ms: number) {
+ return new Promise((resolve) => setTimeout(resolve, ms));
+}
+
+let questionAndAnswers: Record<number, [UserQuestion, AskResponse?]> = {};
+
+export const ask = async (prompt: string) => {
+ const history: ChatTurn[] = [];
+ const currentMessageId = Date.now();
+ const currentQuestion = {
+ question: prompt,
+ askedOn: new Date(),
+ };
+ questionAndAnswers[currentMessageId] = [currentQuestion, undefined];
+
+ for (let id in questionAndAnswers) {
+ const [question, answer] = questionAndAnswers[id];
+ history.push({
+ userPrompt: question.question,
+ responseMessage: answer?.answer,
+ });
+ }
+
+ const response = await fetch("/api/ask", {
+ method: "POST",
+ headers: {
+ "Content-Type": "application/json",
+ },
+ body: JSON.stringify(history),
+ });
+
+ const askResponse: AskResponse = await response.json();
+
+ questionAndAnswers[currentMessageId] = [
+ currentQuestion,
+ {
+ answer: askResponse.answer,
+ thoughts: askResponse.thoughts,
+ dataPoints: askResponse.dataPoints,
+ citationBaseUrl: askResponse.citationBaseUrl,
+ },
+ ];
+
+ return await Promise.resolve(questionAndAnswers);
+};
diff --git a/client/src/api/sessions.ts b/client/src/api/sessions.ts
new file mode 100644
index 0000000..49791ab
--- /dev/null
+++ b/client/src/api/sessions.ts
@@ -0,0 +1,72 @@
+export type ErrorInfo = {
+ errorSource?: string;
+ errorCode?: number;
+ errorMessage: string;
+};
+
+export type SessionInfo = {
+ id: string;
+ external_id: string;
+ title: string;
+ abstract: string;
+ start_time_PST: string;
+ end_time_PST: string;
+ cosine_similarity: number;
+ speakers: string;
+};
+
+export type SessionsResponse = {
+ sessions: SessionInfo[];
+ errorInfo?: ErrorInfo;
+};
+
+export async function getSessions(content: string): Promise<SessionsResponse> {
+ const settings = {
+ method: "post",
+ headers: {
+ Accept: "application/json",
+ "Content-Type": "application/json",
+ },
+ body: JSON.stringify({
+ text: content,
+ }),
+ };
+
+ const response = await fetch("/data-api/rest/find", settings);
+ if (!response.ok) {
+ return {
+ sessions: [],
+ errorInfo: {
+ errorSource: "Server",
+ errorCode: response.status,
+ errorMessage: response.statusText,
+ },
+ };
+ }
+
+ var sessions = [];
+ var errorInfo = undefined;
+ const data = await response.json();
+
+ if (data.value.length > 0) {
+ if (data.value[0].error_code) {
+ errorInfo = {
+ errorSource: data.value[0].error_source as string,
+ errorCode: data.value[0].error_code as number,
+ errorMessage: data.value[0].error_message as string,
+ };
+ } else {
+ sessions = data.value;
+ }
+ }
+
+ return { sessions: sessions, errorInfo: errorInfo };
+}
+
+export async function getSessionsCount(): Promise<number | string> {
+ const response = await fetch("/data-api/rest/sessions-count");
+ if (!response.ok) return "n/a";
+ const data = await response.json();
+ const totalCount = data ? data.value[0].total_sessions : "n/a";
+ return totalCount;
+}
diff --git a/client/src/components/FancyText.tsx b/client/src/components/FancyText.tsx
new file mode 100644
index 0000000..25bab70
--- /dev/null
+++ b/client/src/components/FancyText.tsx
@@ -0,0 +1,36 @@
+import { makeStyles, Text, TextProps } from "@fluentui/react-components";
+
+const useStyles = makeStyles({
+ fancy: {
+ fontSize: "1.125rem",
+ fontFamily: "var(--base-font-family)",
+ fontWeight: 600,
+ fontStyle: "normal",
+ lineHeight: "1.688rem",
+ marginTop: "-0.1rem",
+ textDecorationColor: "none",
+ textDecorationLine: "none",
+ textTransform: "none",
+ color: "var(--color-title-font)",
+ },
+});
+
+export const FancyText = ({
+ children,
+ className,
+ block,
+ as,
+ ...rest
+}: TextProps) => {
+ const classes = useStyles();
+ return (
+ <Text
+ {...rest}
+ className={`${classes.fancy} ${className}`}
+ as="p"
+ block={true}
+ >
+ {children}
+ </Text>
+ );
+};
diff --git a/client/src/components/Header.tsx b/client/src/components/Header.tsx
new file mode 100644
index 0000000..b59952d
--- /dev/null
+++ b/client/src/components/Header.tsx
@@ -0,0 +1,10 @@
+import { Title1 } from "@fluentui/react-components";
+import siteConfig from "../site";
+
+export const Header = () => {
+ return (
+ <Title1>
+ 🤖 <a href={siteConfig.website} target="_blank">{siteConfig.name}</a> - Conference AI Assistant
+ </Title1>
+ );
+};
diff --git a/client/src/components/Navigation.tsx b/client/src/components/Navigation.tsx
new file mode 100644
index 0000000..e1f0785
--- /dev/null
+++ b/client/src/components/Navigation.tsx
@@ -0,0 +1,33 @@
+import { Divider, Tab, TabList } from "@fluentui/react-components";
+import { SearchRegular, ChatRegular, InfoRegular } from "@fluentui/react-icons";
+import { useNavigate } from "react-router-dom";
+
+export const Navigation = () => {
+ const navigate = useNavigate();
+
+ return (
+ <>
+ <TabList
+ onTabSelect={(_, data) => {
+ navigate(data.value === "chat" ? "/" : `/${data.value}`);
+ }}
+ selectedValue={
+ window.location.pathname === "/" ? "chat" : window.location.pathname.substring(1)
+ }
+ >
+ <Tab id="chat" value="chat" icon={<ChatRegular />}>
+ Ask
+ </Tab>
+ <Tab id="search" value="search" icon={<SearchRegular />}>
+ Search
+ </Tab>
+ <Tab id="about" value="about" icon={<InfoRegular />}>
+ About
+ </Tab>
+ </TabList>
+ <div style={{ paddingBottom: "10px" }}></div>
+ <Divider />
+ <div style={{ paddingBottom: "20px" }}></div>
+ </>
+ );
+};
diff --git a/client/src/components/NoSessions.tsx b/client/src/components/NoSessions.tsx
new file mode 100644
index 0000000..5b06ea0
--- /dev/null
+++ b/client/src/components/NoSessions.tsx
@@ -0,0 +1,9 @@
+export function NoSessions() {
+ return (
+ <center>
+ <p>
+ <i>No session found</i>
+ </p>
+ </center>
+ );
+}
diff --git a/client/src/components/PrimaryButton.tsx b/client/src/components/PrimaryButton.tsx
new file mode 100644
index 0000000..d9391f0
--- /dev/null
+++ b/client/src/components/PrimaryButton.tsx
@@ -0,0 +1,21 @@
+import { Button, ButtonProps, makeStyles } from "@fluentui/react-components";
+
+const useStyles = makeStyles({
+ button: {
+ boxShadow: "0 0 1px #0009, 0 1px 2px #0003",
+ },
+});
+
+export const PrimaryButton = ({ children, ...rest }: ButtonProps) => {
+ const classes = useStyles();
+ return (
+ <Button
+ {...rest}
+ type="submit"
+ appearance="primary"
+ className={classes.button}
+ >
+ {children}
+ </Button>
+ );
+};
diff --git a/client/src/components/Session.tsx b/client/src/components/Session.tsx
new file mode 100644
index 0000000..cbdf7d0
--- /dev/null
+++ b/client/src/components/Session.tsx
@@ -0,0 +1,45 @@
+import { SessionInfo } from "../api/sessions";
+import { Text, Title2 } from "@fluentui/react-components";
+import { FancyText } from "./FancyText";
+import dayjs from "dayjs";
+import siteConfig from "../site";
+
+function formatSubtitle(session: SessionInfo) {
+ const speakers = JSON.parse(session.speakers).join(", ");
+
+ const startTime = dayjs(session.start_time_PST);
+ const endTime = dayjs(session.end_time_PST);
+
+ const day = startTime.format("dddd")
+ const start = startTime.format("hh:mm A");
+ const end = endTime.format("hh:mm A");
+
+ return `${speakers} | ${day}, ${start}-${end} | Similarity: ${session.cosine_similarity.toFixed(6)}`;
+}
+
+function formatSessionLink(session: SessionInfo) {
+ const startTime = dayjs(session.start_time_PST);
+
+ const day = startTime.format("D")
+ const url = new URL(`session-list.aspx?EventDay=${day}`, siteConfig.sessionUrl);
+
+ return url;
+}
+
+export const Session = ({ session }: { session: SessionInfo }) => {
+ return (
+ <div key={session.external_id}>
+ <Title2 as="h2" block={true} style={{ marginBottom: "3px" }}>
+ <a href={formatSessionLink(session)}>
+ {session.title}
+ </a>
+ </Title2>
+ <Text className="session-similarity" weight="bold" size={400}>
+ {formatSubtitle(session)}
+ </Text>
+ <FancyText weight="semibold" size={500} className="abstract" style={{ marginTop: "3px"}}>
+ {session.abstract}
+ </FancyText>
+ </div>
+ );
+};
diff --git a/client/src/components/SessionsList.tsx b/client/src/components/SessionsList.tsx
new file mode 100644
index 0000000..fa05cc1
--- /dev/null
+++ b/client/src/components/SessionsList.tsx
@@ -0,0 +1,12 @@
+import { SessionInfo } from "../api/sessions";
+import { Session } from "./Session";
+
+export const SessionList = ({ sessions }: { sessions: SessionInfo[] }) => {
+ return (
+ <section className="agenda-group">
+ {sessions.map((session) => (
+ <Session session={session} key={session.external_id} />
+ ))}
+ </section>
+ );
+};
diff --git a/client/src/models.ts b/client/src/models.ts
new file mode 100644
index 0000000..aaeabb8
--- /dev/null
+++ b/client/src/models.ts
@@ -0,0 +1,14 @@
+export type SupportingContentRecord = {
+ title: string;
+ content: string;
+ url: string;
+ similarity: number;
+};
+
+export type AskResponse = {
+ answer: string;
+ thoughts?: string;
+ dataPoints: SupportingContentRecord[];
+ citationBaseUrl: string;
+ error?: string | null;
+};
diff --git a/client/src/pages/About.tsx b/client/src/pages/About.tsx
new file mode 100644
index 0000000..2214408
--- /dev/null
+++ b/client/src/pages/About.tsx
@@ -0,0 +1,56 @@
+import { Suspense } from "react";
+import { Await, LoaderFunction, defer, useLoaderData } from "react-router-dom";
+import ls from "localstorage-slim";
+import { getSessionsCount } from "../api/sessions";
+import { FancyText } from "../components/FancyText";
+import siteConfig from "../site";
+
+function showSessionCount(
+ sessionsCount: string | undefined | null = undefined
+) {
+ var sc = sessionsCount;
+ if (sc === undefined) {
+ sc = ls.get("sessionsCount");
+ console.log("sessionsCount", sc);
+ } else {
+ ls.set("sessionsCount", sc, { ttl: 60 * 60 * 24 * 7 });
+ }
+ if (sc == null) {
+ return <FancyText>Loading session count...</FancyText>;
+ }
+ return (
+ <FancyText>
+ There are <a href={siteConfig.website}>{sc} sessions indexed</a> so far.
+ </FancyText>
+ );
+}
+
+export const loader: LoaderFunction = async () => {
+ const sessionsCount = getSessionsCount();
+ return defer({ sessionsCount });
+};
+
+export const About = () => {
+ const { sessionsCount } = useLoaderData() as {
+ sessionsCount: string | number;
+ };
+
+ return (
+ <>
+ <FancyText>
+ Source code and and related articles are <a href="https://github.com/Azure-Samples/azure-sql-db-session-recommender-v2">available on GitHub.</a>{" "}
+ The AI model used generate embeddings is the <i>text-embedding-ada-002</i> and the AI model used to process and generate natural language content is <i>gpt-4 turbo</i>.
+ </FancyText>
+ <Suspense fallback={showSessionCount()}>
+ <Await
+ resolve={sessionsCount}
+ errorElement={
+ <FancyText>Unable to load session count 😥...</FancyText>
+ }
+ >
+ {(sessionsCount) => showSessionCount(sessionsCount)}
+ </Await>
+ </Suspense>
+ </>
+ );
+};
diff --git a/client/src/pages/Chat.tsx b/client/src/pages/Chat.tsx
new file mode 100644
index 0000000..5782ccc
--- /dev/null
+++ b/client/src/pages/Chat.tsx
@@ -0,0 +1,137 @@
+import {
+ Body1,
+ Card,
+ CardHeader,
+ Textarea,
+ TextareaProps,
+ Text,
+ makeStyles,
+ CardFooter,
+ Spinner,
+ Title2
+} from "@fluentui/react-components";
+import { SendRegular } from "@fluentui/react-icons";
+import { useState } from "react";
+import { ActionFunctionArgs, useFetcher } from "react-router-dom";
+import { ask } from "../api/chat";
+import { FancyText } from "../components/FancyText";
+import { PrimaryButton } from "../components/PrimaryButton";
+import ReactMarkdown from "react-markdown";
+
+const useClasses = makeStyles({
+ container: {},
+ chatArea: {},
+ card: {},
+ rm: { marginBottom: "-1em", marginTop: "-1em"},
+ answersArea: { marginTop: "1em"},
+ textarea: { width: "100%", marginBottom: "1rem" },
+});
+
+export async function action({ request }: ActionFunctionArgs) {
+ let formData = await request.formData();
+ const prompt = formData.get("prompt");
+ if (!prompt) {
+ return null;
+ }
+
+ const data = await ask(prompt.toString());
+ return data;
+}
+
+const Answers = ({ data }: { data: Awaited<ReturnType<typeof action>> }) => {
+ if (!data) {
+ return null;
+ }
+ const components = [];
+ const classes = useClasses();
+
+ var cid:number = 0
+ for (const id in data) { cid = Number(id) }
+ const [question, answer] = data[cid];
+
+ components.push(
+ <Card key={cid} className={classes.card}>
+ <Title2 as="h2" block={true} style={{ marginBottom: "0em", marginTop:"0px" }}>Your question</Title2>
+ <FancyText>
+ {question.question}
+ </FancyText>
+ <Title2 as="h2" block={true} style={{ marginBottom: "0em" }}>My answer</Title2>
+ <FancyText>
+ <ReactMarkdown className={classes.rm}>{answer?.answer}</ReactMarkdown>
+ </FancyText>
+ <Title2 as="h2" block={true} style={{ marginBottom: "0em" }}>My thoughts</Title2>
+ <FancyText>
+ {answer?.thoughts}
+ </FancyText>
+ </Card>
+ );
+
+ return <>{components}</>;
+};
+
+export const Chat = () => {
+ const fetcher = useFetcher<Awaited<ReturnType<typeof action>>>();
+ const classes = useClasses();
+
+ const submitting = fetcher.state !== "idle";
+ const data = fetcher.data;
+
+ const [prompt, setPrompt] = useState("");
+
+ const onChange: TextareaProps["onChange"] = (_, data) =>
+ setPrompt(() => data.value);
+
+ const onKeyDown: TextareaProps["onKeyDown"] = (e) => {
+ if (!prompt) {
+ return;
+ }
+
+ if (e.key === "Enter" && !e.shiftKey) {
+ const formData = new FormData();
+ formData.append("prompt", prompt);
+ fetcher.submit(formData, { method: "POST" });
+ }
+ };
+
+ return (
+ <div className={classes.container}>
+ <div>
+ <FancyText>
+ <>
+ Ask questions to the AI model in natural language and get meaningful answers
+ to help you navigate the conferences sessions and find the best ones for you.
+ Thanks to <a href="https://en.wikipedia.org/wiki/Prompt_engineering" target="_blank">Prompt Engineering</a> and <a href="https://learn.microsoft.com/en-us/azure/search/retrieval-augmented-generation-overview" target="_blank">Retrieval Augmented Generation (RAG) </a> finding
+ details and recommendations on what session to attend is easier than ever. Please note that the AI model will remember your questions and answers to improve the quality of the answers and get more context on your requests.
+ If you want to start from scratch, <a href="/">click here</a> or refresh the page.
+ </>
+ </FancyText>
+ </div>
+ <div className={classes.chatArea}>
+ <fetcher.Form method="POST">
+ <Textarea
+ className={classes.textarea}
+ resize="vertical"
+ size="large"
+ placeholder="Ask a question..."
+ name="prompt"
+ id="prompt"
+ disabled={submitting}
+ onChange={onChange}
+ value={prompt}
+ onKeyDown={onKeyDown}
+ ></Textarea>
+ <PrimaryButton
+ icon={<SendRegular />}
+ disabled={submitting || !prompt}
+ >
+ Ask
+ </PrimaryButton>
+ {submitting && <Spinner label="Thinking..." />}
+ </fetcher.Form>
+ </div>
+ <div className={classes.answersArea}>
+ {!submitting && data && <Answers data={data} />}
+ </div>
+ </div>
+ );
+};
diff --git a/client/src/pages/Root.tsx b/client/src/pages/Root.tsx
new file mode 100644
index 0000000..2a0c472
--- /dev/null
+++ b/client/src/pages/Root.tsx
@@ -0,0 +1,35 @@
+import { Outlet } from "react-router-dom";
+import { makeStyles, shorthands } from "@fluentui/react-components";
+import { Header } from "../components/Header";
+import { Navigation } from "../components/Navigation";
+
+const margin = shorthands.margin("1rem", "3rem", "1rem");
+const useStyles = makeStyles({
+ root: {
+ display: "grid",
+ gridTemplateRows: "auto 1fr",
+ gridTemplateAreas: `
+ "header"
+ "main"
+ `,
+ height: `calc(100vh - ${margin.marginTop} - ${margin.marginBottom})`,
+ ...margin,
+ },
+});
+
+export default function Root() {
+ const classes = useStyles();
+ return (
+ <>
+ <div className={classes.root}>
+ <div>
+ <Header />
+ <Navigation />
+ </div>
+ <div>
+ <Outlet />
+ </div>
+ </div>
+ </>
+ );
+}
diff --git a/client/src/pages/Search.tsx b/client/src/pages/Search.tsx
new file mode 100644
index 0000000..6e7aefb
--- /dev/null
+++ b/client/src/pages/Search.tsx
@@ -0,0 +1,102 @@
+import { Input, Spinner } from "@fluentui/react-components";
+import { Search24Regular } from "@fluentui/react-icons";
+import {
+ Form,
+ LoaderFunction,
+ useLoaderData,
+ useNavigation,
+} from "react-router-dom";
+import { NoSessions } from "../components/NoSessions";
+import { SessionList } from "../components/SessionsList";
+import type { ErrorInfo, SessionInfo } from "../api/sessions";
+import { getSessions } from "../api/sessions";
+import { FancyText } from "../components/FancyText";
+import { PrimaryButton } from "../components/PrimaryButton";
+
+type LoaderData = {
+ sessions: SessionInfo[];
+ searchQuery: string;
+ isSearch: boolean;
+ errorInfo: ErrorInfo | null;
+};
+
+const SEARCH_INPUT_ID = "q";
+
+export const loader: LoaderFunction = async ({ request }) => {
+ const url = new URL(request.url);
+ const searchQuery = url.searchParams.get(SEARCH_INPUT_ID) ?? "";
+ const isSearch = searchQuery !== "";
+
+ if (!isSearch) {
+ return { sessions: [] };
+ }
+
+ let { sessions, errorInfo } = await getSessions(searchQuery);
+ if (!Array.isArray(sessions)) {
+ errorInfo = { errorMessage: "Error: sessions is not an array" };
+ sessions = [];
+ }
+ return { sessions, searchQuery, isSearch, errorInfo };
+};
+
+export default function SessionSearch() {
+ const { sessions, searchQuery, isSearch, errorInfo } = useLoaderData() as LoaderData;
+ const navigation = useNavigation();
+
+ const searching =
+ navigation.location &&
+ new URLSearchParams(navigation.location.search).has(SEARCH_INPUT_ID);
+
+ return (
+ <>
+ <FancyText>
+ <>
+ Use OpenAI to search for interesting sessions. Write the topic you're
+ interested in, and (up to) the top ten most interesting and related
+ session will be returned. The search is done using <a href="https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#embeddings-models" target="_blank">text embeddings</a> and
+ then using <a href="https://en.wikipedia.org/wiki/Cosine_similarity" target="_blank">cosine similarity</a> to find the most similar sessions.
+ </>
+ </FancyText>
+ <div id="searchbox">
+ <div>
+ <Form id="search-form" role="search">
+ <div>
+ <Input
+ id={SEARCH_INPUT_ID}
+ size="large"
+ aria-label="Search sessions"
+ placeholder="Search"
+ type="search"
+ name="q"
+ defaultValue={searchQuery}
+ style={{ width: "100%", marginBottom: "1rem" }}
+ autoComplete="off"
+ />
+ <PrimaryButton
+ icon={<Search24Regular />}
+ >Search</PrimaryButton>
+
+ </div>
+ {searching && <Spinner label="Searching..." />}
+ <div className="sr-only" aria-live="polite"></div>
+ </Form>
+ </div>
+ </div>
+ <div
+ id="sessions"
+ className={navigation.state === "loading" ? "loading" : ""}
+ >
+ {!errorInfo ? (
+ ""
+ ) : (
+ <p id="error">
+ <i>{"Error" + errorInfo.errorMessage}</i>
+ </p>
+ )}
+ {sessions.length > 0 && <SessionList sessions={sessions} />}
+ {sessions.length === 0 && isSearch && <NoSessions />}
+ </div>
+ </>
+ );
+}
+
diff --git a/client/src/site.ts b/client/src/site.ts
new file mode 100644
index 0000000..d521ed9
--- /dev/null
+++ b/client/src/site.ts
@@ -0,0 +1,7 @@
+const siteConfig = {
+ name: 'VSLive! Las Vegas 2024',
+ website: 'https://vslive.com/events/las-vegas-2024',
+ sessionUrl: 'https://vslive.com/Events/Las-Vegas-2024/Sessions/',
+}
+
+export default siteConfig;
\ No newline at end of file
diff --git a/client/src/user.ts b/client/src/user.ts
new file mode 100644
index 0000000..d153ebf
--- /dev/null
+++ b/client/src/user.ts
@@ -0,0 +1,8 @@
+export async function getUserInfo()
+{
+ const response = await fetch('/.auth/me');
+ const payload = await response.json();
+ const { clientPrincipal } = payload;
+ return clientPrincipal;
+}
+
diff --git a/client/staticwebapp.config.json b/client/staticwebapp.config.json
new file mode 100644
index 0000000..1e812ac
--- /dev/null
+++ b/client/staticwebapp.config.json
@@ -0,0 +1,5 @@
+{
+ "navigationFallback": {
+ "rewrite": "/"
+ }
+}
\ No newline at end of file
diff --git a/client/tsconfig.json b/client/tsconfig.json
new file mode 100644
index 0000000..a7fc6fb
--- /dev/null
+++ b/client/tsconfig.json
@@ -0,0 +1,25 @@
+{
+ "compilerOptions": {
+ "target": "ES2020",
+ "useDefineForClassFields": true,
+ "lib": ["ES2020", "DOM", "DOM.Iterable"],
+ "module": "ESNext",
+ "skipLibCheck": true,
+
+ /* Bundler mode */
+ "moduleResolution": "bundler",
+ "allowImportingTsExtensions": true,
+ "resolveJsonModule": true,
+ "isolatedModules": true,
+ "noEmit": true,
+ "jsx": "react-jsx",
+
+ /* Linting */
+ "strict": true,
+ "noUnusedLocals": true,
+ "noUnusedParameters": true,
+ "noFallthroughCasesInSwitch": true
+ },
+ "include": ["src"],
+ "references": [{ "path": "./tsconfig.node.json" }]
+}
diff --git a/client/tsconfig.node.json b/client/tsconfig.node.json
new file mode 100644
index 0000000..42872c5
--- /dev/null
+++ b/client/tsconfig.node.json
@@ -0,0 +1,10 @@
+{
+ "compilerOptions": {
+ "composite": true,
+ "skipLibCheck": true,
+ "module": "ESNext",
+ "moduleResolution": "bundler",
+ "allowSyntheticDefaultImports": true
+ },
+ "include": ["vite.config.ts"]
+}
diff --git a/client/vite.config.ts b/client/vite.config.ts
new file mode 100644
index 0000000..5a33944
--- /dev/null
+++ b/client/vite.config.ts
@@ -0,0 +1,7 @@
+import { defineConfig } from 'vite'
+import react from '@vitejs/plugin-react'
+
+// https://vitejs.dev/config/
+export default defineConfig({
+ plugins: [react()],
+})
diff --git a/database/SessionRecommender/Script.PostDeployment.sql b/database/SessionRecommender/Script.PostDeployment.sql
new file mode 100644
index 0000000..2157524
--- /dev/null
+++ b/database/SessionRecommender/Script.PostDeployment.sql
@@ -0,0 +1,7 @@
+-- This file contains SQL statements that will be executed after the build script.
+
+alter table [web].[sessions] enable change_tracking with (track_columns_updated = off);
+go
+
+alter table [web].[speakers] enable change_tracking with (track_columns_updated = off);
+go
diff --git a/database/SessionRecommender/Script.PreDeployment.sql b/database/SessionRecommender/Script.PreDeployment.sql
new file mode 100644
index 0000000..ac90e05
--- /dev/null
+++ b/database/SessionRecommender/Script.PreDeployment.sql
@@ -0,0 +1,15 @@
+if not exists(select * from sys.symmetric_keys where [name] = '##MS_DatabaseMasterKey##')
+begin
+ create master key encryption by password = N'V3RYStr0NGP@ssw0rd!';
+end
+go
+
+if exists(select * from sys.[database_scoped_credentials] where name = '$(OPEN_AI_ENDPOINT)')
+begin
+ drop database scoped credential [$(OPEN_AI_ENDPOINT)];
+end
+go
+
+create database scoped credential [$(OPEN_AI_ENDPOINT)]
+with identity = 'HTTPEndpointHeaders', secret = '{"api-key":"$(OPEN_AI_KEY)"}';
+go
diff --git a/database/SessionRecommender/Security/db_owner.sql b/database/SessionRecommender/Security/db_owner.sql
new file mode 100644
index 0000000..4113d8c
--- /dev/null
+++ b/database/SessionRecommender/Security/db_owner.sql
@@ -0,0 +1 @@
+alter role [db_owner] add member [session_recommender_app];
\ No newline at end of file
diff --git a/database/SessionRecommender/Security/session_recommender_app.sql b/database/SessionRecommender/Security/session_recommender_app.sql
new file mode 100644
index 0000000..beef9d7
--- /dev/null
+++ b/database/SessionRecommender/Security/session_recommender_app.sql
@@ -0,0 +1,2 @@
+create user [session_recommender_app] with password = '$(APP_USER_PASSWORD)';
+go
diff --git a/database/SessionRecommender/Security/web.sql b/database/SessionRecommender/Security/web.sql
new file mode 100644
index 0000000..c9ff839
--- /dev/null
+++ b/database/SessionRecommender/Security/web.sql
@@ -0,0 +1,4 @@
+CREATE SCHEMA [web]
+ AUTHORIZATION [dbo];
+GO
+
diff --git a/database/SessionRecommender/Sequences/global_id.sql b/database/SessionRecommender/Sequences/global_id.sql
new file mode 100644
index 0000000..85ee211
--- /dev/null
+++ b/database/SessionRecommender/Sequences/global_id.sql
@@ -0,0 +1,6 @@
+CREATE SEQUENCE [web].[global_id]
+ AS INT
+ START WITH 1
+ INCREMENT BY 1;
+GO
+
diff --git a/database/SessionRecommender/StoredProcedures/find_sessions.sql b/database/SessionRecommender/StoredProcedures/find_sessions.sql
new file mode 100644
index 0000000..b43cbb9
--- /dev/null
+++ b/database/SessionRecommender/StoredProcedures/find_sessions.sql
@@ -0,0 +1,146 @@
+create procedure [web].[find_sessions]
+@text nvarchar(max),
+@top int = 10,
+@min_similarity decimal(19,16) = 0.75
+as
+if (@text is null) return;
+
+declare @sid as int = -1;
+if (@text like N'***%') begin
+ set @text = trim(cast(substring(@text, 4, len(@text) - 3) as nvarchar(max)));
+end else begin
+ insert into web.searched_text (searched_text) values (@text);
+ set @sid = scope_identity();
+end;
+
+declare @startTime as datetime2(7) = sysdatetime()
+
+declare @retval int, @response nvarchar(max);
+declare @payload nvarchar(max);
+set @payload = json_object('input': @text);
+
+begin try
+ exec @retval = sp_invoke_external_rest_endpoint
+ @url = '$(OPEN_AI_ENDPOINT)/openai/deployments/$(OPEN_AI_DEPLOYMENT)/embeddings?api-version=2023-03-15-preview',
+ @method = 'POST',
+ @credential = [$(OPEN_AI_ENDPOINT)],
+ @payload = @payload,
+ @response = @response output;
+end try
+begin catch
+ select
+ 'SQL' as error_source,
+ error_number() as error_code,
+ error_message() as error_message
+ return;
+end catch
+
+if (@retval != 0) begin
+ select
+ 'OPENAI' as error_source,
+ json_value(@response, '$.result.error.code') as error_code,
+ json_value(@response, '$.result.error.message') as error_message,
+ @response as error_response
+ return;
+end;
+
+declare @endTime1 as datetime2(7) = sysdatetime();
+update [web].[searched_text] set ms_rest_call = datediff(ms, @startTime, @endTime1) where id = @sid;
+
+with cteVector as
+(
+ select
+ cast([key] as int) as [vector_value_id],
+ cast([value] as float) as [vector_value]
+ from
+ openjson(json_query(@response, '$.result.data[0].embedding'))
+),
+cteSimilarSpeakers as
+(
+ select
+ v2.id as speaker_id,
+ -- Optimized as per https://platform.openai.com/docs/guides/embeddings/which-distance-function-should-i-use
+ sum(v1.[vector_value] * v2.[vector_value]) as cosine_similarity
+ from
+ cteVector v1
+ inner join
+ web.speakers_embeddings v2 on v1.vector_value_id = v2.vector_value_id
+ group by
+ v2.id
+
+),
+cteSimilar as
+(
+ select
+ v2.id as session_id,
+ -- Optimized as per https://platform.openai.com/docs/guides/embeddings/which-distance-function-should-i-use
+ sum(v1.[vector_value] * v2.[vector_value]) as cosine_similarity
+ from
+ cteVector v1
+ inner join
+ web.sessions_embeddings v2 on v1.vector_value_id = v2.vector_value_id
+ group by
+ v2.id
+
+ union all
+
+ select
+ ss.session_id,
+ s.cosine_similarity
+ from
+ web.sessions_speakers ss
+ inner join
+ cteSimilarSpeakers s on s.speaker_id = ss.speaker_id
+),
+cteSimilar2 as (
+ select
+ *,
+ rn = row_number() over (partition by session_id order by cosine_similarity desc)
+ from
+ cteSimilar
+),
+cteSpeakers as
+(
+ select
+ session_id,
+ json_query('["' + string_agg(string_escape(full_name, 'json'), '","') + '"]') as speakers
+ from
+ web.sessions_speakers ss
+ inner join
+ web.speakers sp on sp.id = ss.speaker_id
+ group by
+ session_id
+)
+select top(@top)
+ a.id,
+ a.title,
+ a.abstract,
+ a.external_id,
+ a.start_time_PST,
+ a.end_time_PST,
+ a.recording_url,
+ isnull((select top (1) speakers from cteSpeakers where session_id = a.id), '[]') as speakers,
+ r.cosine_similarity
+from
+ cteSimilar2 r
+inner join
+ web.sessions a on r.session_id = a.id
+where
+ r.cosine_similarity > @min_similarity
+and
+ rn = 1
+order by
+ r.cosine_similarity desc, a.title asc;
+
+declare @rc int = @@rowcount;
+
+declare @endTime2 as datetime2(7) = sysdatetime()
+update
+ [web].[searched_text]
+set
+ ms_vector_search = datediff(ms, @endTime1, @endTime2),
+ found_sessions = @rc
+where
+ id = @sid
+GO
+
diff --git a/database/SessionRecommender/StoredProcedures/get_sessions_count.sql b/database/SessionRecommender/StoredProcedures/get_sessions_count.sql
new file mode 100644
index 0000000..1590d12
--- /dev/null
+++ b/database/SessionRecommender/StoredProcedures/get_sessions_count.sql
@@ -0,0 +1,5 @@
+create procedure [web].[get_sessions_count]
+as
+select count(*) as total_sessions from [web].[sessions];
+GO
+
diff --git a/database/SessionRecommender/StoredProcedures/upsert_session_embeddings.sql b/database/SessionRecommender/StoredProcedures/upsert_session_embeddings.sql
new file mode 100644
index 0000000..8d83de5
--- /dev/null
+++ b/database/SessionRecommender/StoredProcedures/upsert_session_embeddings.sql
@@ -0,0 +1,23 @@
+
+create procedure [web].[upsert_session_embeddings]
+@id int,
+@embeddings nvarchar(max)
+as
+
+set xact_abort on
+set transaction isolation level serializable
+
+begin transaction
+
+ delete from web.sessions_embeddings
+ where id = @id
+
+ insert into web.sessions_embeddings
+ select @id, cast([key] as int), cast([value] as float)
+ from openjson(@embeddings)
+
+ update web.sessions set require_embeddings_update = 0 where id = @id
+
+commit
+GO
+
diff --git a/database/SessionRecommender/StoredProcedures/upsert_speaker_embeddings.sql b/database/SessionRecommender/StoredProcedures/upsert_speaker_embeddings.sql
new file mode 100644
index 0000000..a641df5
--- /dev/null
+++ b/database/SessionRecommender/StoredProcedures/upsert_speaker_embeddings.sql
@@ -0,0 +1,23 @@
+
+create procedure [web].[upsert_speaker_embeddings]
+@id int,
+@embeddings nvarchar(max)
+as
+
+set xact_abort on
+set transaction isolation level serializable
+
+begin transaction
+
+ delete from web.speakers_embeddings
+ where id = @id
+
+ insert into web.speakers_embeddings
+ select @id, cast([key] as int), cast([value] as float)
+ from openjson(@embeddings)
+
+ update web.speakers set require_embeddings_update = 0 where id = @id
+
+commit
+GO
+
diff --git a/database/SessionRecommender/Tables/searched_text.sql b/database/SessionRecommender/Tables/searched_text.sql
new file mode 100644
index 0000000..980ca8d
--- /dev/null
+++ b/database/SessionRecommender/Tables/searched_text.sql
@@ -0,0 +1,11 @@
+CREATE TABLE [web].[searched_text] (
+ [id] INT IDENTITY (1, 1) NOT NULL,
+ [searched_text] NVARCHAR (MAX) NOT NULL,
+ [search_datetime] DATETIME2 (7) DEFAULT (sysdatetime()) NOT NULL,
+ [ms_rest_call] INT NULL,
+ [ms_vector_search] INT NULL,
+ [found_sessions] INT NULL,
+ PRIMARY KEY CLUSTERED ([id] ASC)
+);
+GO
+
diff --git a/database/SessionRecommender/Tables/sessions.sql b/database/SessionRecommender/Tables/sessions.sql
new file mode 100644
index 0000000..991adac
--- /dev/null
+++ b/database/SessionRecommender/Tables/sessions.sql
@@ -0,0 +1,20 @@
+CREATE TABLE [web].[sessions] (
+ [id] INT DEFAULT (NEXT VALUE FOR [web].[global_id]) NOT NULL,
+ [title] NVARCHAR (200) NOT NULL,
+ [abstract] NVARCHAR (MAX) NOT NULL,
+ [external_id] VARCHAR (100) COLLATE Latin1_General_100_BIN2 NULL,
+ [last_fetched] DATETIME2 (7) NULL,
+ [start_time_PST] DATETIME2 (0) NULL,
+ [end_time_PST] DATETIME2 (0) NULL,
+ [tags] NVARCHAR (MAX) NULL,
+ [recording_url] VARCHAR (1000) NULL,
+ [require_embeddings_update] BIT DEFAULT ((0)) NOT NULL,
+ [embeddings] NVARCHAR (MAX) NULL,
+ PRIMARY KEY CLUSTERED ([id] ASC),
+ CHECK (isjson([tags])=(1)),
+ UNIQUE NONCLUSTERED ([title] ASC)
+);
+GO
+
+
+
diff --git a/database/SessionRecommender/Tables/sessions_embeddings.sql b/database/SessionRecommender/Tables/sessions_embeddings.sql
new file mode 100644
index 0000000..4473505
--- /dev/null
+++ b/database/SessionRecommender/Tables/sessions_embeddings.sql
@@ -0,0 +1,12 @@
+CREATE TABLE [web].[sessions_embeddings] (
+ [id] INT NOT NULL,
+ [vector_value_id] INT NOT NULL,
+ [vector_value] DECIMAL (19, 16) NOT NULL,
+ CONSTRAINT fk__sessions_embeddings__sessions FOREIGN KEY ([id]) REFERENCES [web].[sessions] ([id])
+);
+GO
+
+CREATE CLUSTERED COLUMNSTORE INDEX [IXCC]
+ ON [web].[sessions_embeddings];
+GO
+
diff --git a/database/SessionRecommender/Tables/sessions_speakers.sql b/database/SessionRecommender/Tables/sessions_speakers.sql
new file mode 100644
index 0000000..2fcbb66
--- /dev/null
+++ b/database/SessionRecommender/Tables/sessions_speakers.sql
@@ -0,0 +1,14 @@
+CREATE TABLE [web].[sessions_speakers] (
+ [session_id] INT NOT NULL,
+ [speaker_id] INT NOT NULL,
+ PRIMARY KEY CLUSTERED ([session_id] ASC, [speaker_id] ASC),
+ CONSTRAINT fk__sessions_speakers__sessions FOREIGN KEY ([session_id]) REFERENCES [web].[sessions] ([id]),
+ CONSTRAINT fk__sessions_speakers__speakers FOREIGN KEY ([speaker_id]) REFERENCES [web].[speakers] ([id])
+);
+GO
+
+
+CREATE NONCLUSTERED INDEX [ix2]
+ ON [web].[sessions_speakers]([speaker_id] ASC);
+GO
+
diff --git a/database/SessionRecommender/Tables/speakers.sql b/database/SessionRecommender/Tables/speakers.sql
new file mode 100644
index 0000000..de21003
--- /dev/null
+++ b/database/SessionRecommender/Tables/speakers.sql
@@ -0,0 +1,12 @@
+CREATE TABLE [web].[speakers] (
+ [id] INT DEFAULT (NEXT VALUE FOR [web].[global_id]) NOT NULL,
+ [external_id] VARCHAR (100) COLLATE Latin1_General_100_BIN2 NULL,
+ [full_name] NVARCHAR (100) NOT NULL,
+ [require_embeddings_update] BIT DEFAULT ((0)) NOT NULL,
+ [embeddings] NVARCHAR (MAX) NULL,
+
+ PRIMARY KEY CLUSTERED ([id] ASC),
+ UNIQUE NONCLUSTERED ([full_name] ASC),
+ CHECK (isjson([embeddings])=(1))
+);
+GO
diff --git a/database/SessionRecommender/Tables/speakers_embeddings.sql b/database/SessionRecommender/Tables/speakers_embeddings.sql
new file mode 100644
index 0000000..6818ccd
--- /dev/null
+++ b/database/SessionRecommender/Tables/speakers_embeddings.sql
@@ -0,0 +1,12 @@
+CREATE TABLE [web].[speakers_embeddings] (
+ [id] INT NOT NULL,
+ [vector_value_id] INT NOT NULL,
+ [vector_value] DECIMAL (19, 16) NOT NULL,
+ CONSTRAINT fk__speakers_embeddings__speakers FOREIGN KEY ([id]) REFERENCES [web].[speakers] ([id])
+);
+GO
+
+CREATE CLUSTERED COLUMNSTORE INDEX [IXCC]
+ ON [web].[speakers_embeddings];
+GO
+
diff --git a/database/SessionRecommender/Views/last_searches.sql b/database/SessionRecommender/Views/last_searches.sql
new file mode 100644
index 0000000..f5449bc
--- /dev/null
+++ b/database/SessionRecommender/Views/last_searches.sql
@@ -0,0 +1,15 @@
+create view [web].last_searches
+as
+select top (100)
+ id,
+ searched_text,
+ switchoffset(search_datetime, '-08:00') as search_datetime_pst,
+ ms_rest_call,
+ ms_vector_search,
+ found_sessions
+from
+ [web].searched_text
+order by
+ id desc
+GO
+
diff --git a/database/SessionRecommender/Views/search_stats.sql b/database/SessionRecommender/Views/search_stats.sql
new file mode 100644
index 0000000..33e5b16
--- /dev/null
+++ b/database/SessionRecommender/Views/search_stats.sql
@@ -0,0 +1,9 @@
+create view [web].search_stats
+as
+select
+ count(*) as total_searches,
+ avg(ms_vector_search) as avg_ms_vector_search
+from
+ [web].searched_text
+GO
+
diff --git a/database/SessionRecommender/session_recommender_v2.sqlproj b/database/SessionRecommender/session_recommender_v2.sqlproj
new file mode 100644
index 0000000..598afd5
--- /dev/null
+++ b/database/SessionRecommender/session_recommender_v2.sqlproj
@@ -0,0 +1,50 @@
+<?xml version="1.0" encoding="utf-8"?>
+<Project DefaultTargets="Build">
+ <Sdk Name="Microsoft.Build.Sql" Version="0.1.12-preview" />
+ <PropertyGroup>
+ <Name>session_recommender_v2</Name>
+ <ProjectGuid>{A3BB1F3B-AAAF-4735-A73F-46B26F8B66C0}</ProjectGuid>
+ <DSP>Microsoft.Data.Tools.Schema.Sql.SqlAzureV12DatabaseSchemaProvider</DSP>
+ <ModelCollation>1033, CI</ModelCollation>
+ <IsChangeTrackingOn>True</IsChangeTrackingOn>
+ </PropertyGroup>
+ <ItemGroup>
+ <PackageReference Include="Microsoft.SqlServer.Dacpacs.Azure.Master">
+ <Version>160.0.0</Version>
+ <GeneratePathProperty>True</GeneratePathProperty>
+ <DatabaseVariableLiteralValue>master</DatabaseVariableLiteralValue>
+ </PackageReference>
+ </ItemGroup>
+ <ItemGroup>
+ <SqlCmdVariable Include="APP_USER_PASSWORD">
+ <Value>$(SqlCmdVar__4)</Value>
+ <DefaultValue>APP_USER_PASSWORD</DefaultValue>
+ </SqlCmdVariable>
+ <SqlCmdVariable Include="OPEN_AI_ENDPOINT">
+ <Value>$(SqlCmdVar__1)</Value>
+ <DefaultValue>https://dm-open-ai-3.openai.azure.com/</DefaultValue>
+ </SqlCmdVariable>
+ <SqlCmdVariable Include="OPEN_AI_DEPLOYMENT">
+ <Value>$(SqlCmdVar__2)</Value>
+ <DefaultValue>embeddings</DefaultValue>
+ </SqlCmdVariable>
+ <SqlCmdVariable Include="OPEN_AI_KEY">
+ <Value>$(SqlCmdVar__3)</Value>
+ <DefaultValue>
+ </DefaultValue>
+ </SqlCmdVariable>
+ </ItemGroup>
+ <ItemGroup>
+ <PreDeploy Include="Script.PreDeployment.sql" />
+ </ItemGroup>
+ <ItemGroup>
+ <PostDeploy Include="Script.PostDeployment.sql" />
+ </ItemGroup>
+ <Target Name="BeforeBuild">
+ <Delete Files="$(BaseIntermediateOutputPath)\project.assets.json" />
+ </Target>
+ <Target Name="AfterBuild">
+ <Message Text="Copying dacpacs..." Importance="high"/>
+ <Copy SourceFiles="$(OutputPath)\*.dacpac" DestinationFolder="$(OutputPath)\..\..\.."/>
+ </Target>
+</Project>
\ No newline at end of file
diff --git a/database/master.dacpac b/database/master.dacpac
new file mode 100644
index 0000000..bff7866
Binary files /dev/null and b/database/master.dacpac differ
diff --git a/database/session_recommender_v2.dacpac b/database/session_recommender_v2.dacpac
new file mode 100644
index 0000000..7edc6bc
Binary files /dev/null and b/database/session_recommender_v2.dacpac differ
diff --git a/database/setup-database.ps1 b/database/setup-database.ps1
new file mode 100644
index 0000000..466fa8f
--- /dev/null
+++ b/database/setup-database.ps1
@@ -0,0 +1,26 @@
+Invoke-WebRequest -Uri https://aka.ms/sqlpackage-linux -OutFile sqlpackage.zip
+
+Expand-Archive ./sqlpackage.zip sqlpackage/
+
+chmod a+x ./sqlpackage/sqlpackage
+
+./sqlpackage/sqlpackage /version
+
+Write-Host "Downloading dacpacs"
+
+Invoke-WebRequest -Uri https://github.com/azure-samples/azure-sql-db-session-recommender-v2/raw/main/database/session_recommender_v2.dacpac -OutFile session_recommender_v2.dacpac
+Invoke-WebRequest -Uri https://github.com/azure-samples/azure-sql-db-session-recommender-v2/raw/main/database/master.dacpac -OutFile master.dacpac
+
+Write-Host "Deploying database to $Env:DBSERVER with name $Env:DBNAME"
+
+./sqlpackage/sqlpackage `
+ /Action:Publish `
+ /SourceFile:"session_recommender_v2.dacpac" `
+ /TargetDatabaseName:"$Env:DBNAME" `
+ /TargetServerName:"$Env:DBSERVER" `
+ /TargetUser:"$Env:SQLADMIN" `
+ /TargetPassword:"$Env:SQLCMDPASSWORD" `
+ /v:OPEN_AI_ENDPOINT="$Env:OPEN_AI_ENDPOINT" `
+ /v:OPEN_AI_DEPLOYMENT="$Env:OPEN_AI_DEPLOYMENT" `
+ /v:OPEN_AI_KEY="$Env:OPEN_AI_KEY" `
+ /v:APP_USER_PASSWORD="$Env:APP_USER_PASSWORD"
diff --git a/func/.gitignore b/func/.gitignore
new file mode 100644
index 0000000..ff5b00c
--- /dev/null
+++ b/func/.gitignore
@@ -0,0 +1,264 @@
+## Ignore Visual Studio temporary files, build results, and
+## files generated by popular Visual Studio add-ons.
+
+# Azure Functions localsettings file
+local.settings.json
+
+# User-specific files
+*.suo
+*.user
+*.userosscache
+*.sln.docstates
+
+# User-specific files (MonoDevelop/Xamarin Studio)
+*.userprefs
+
+# Build results
+[Dd]ebug/
+[Dd]ebugPublic/
+[Rr]elease/
+[Rr]eleases/
+x64/
+x86/
+bld/
+[Bb]in/
+[Oo]bj/
+[Ll]og/
+
+# Visual Studio 2015 cache/options directory
+.vs/
+# Uncomment if you have tasks that create the project's static files in wwwroot
+#wwwroot/
+
+# MSTest test Results
+[Tt]est[Rr]esult*/
+[Bb]uild[Ll]og.*
+
+# NUNIT
+*.VisualState.xml
+TestResult.xml
+
+# Build Results of an ATL Project
+[Dd]ebugPS/
+[Rr]eleasePS/
+dlldata.c
+
+# DNX
+project.lock.json
+project.fragment.lock.json
+artifacts/
+
+*_i.c
+*_p.c
+*_i.h
+*.ilk
+*.meta
+*.obj
+*.pch
+*.pdb
+*.pgc
+*.pgd
+*.rsp
+*.sbr
+*.tlb
+*.tli
+*.tlh
+*.tmp
+*.tmp_proj
+*.log
+*.vspscc
+*.vssscc
+.builds
+*.pidb
+*.svclog
+*.scc
+
+# Chutzpah Test files
+_Chutzpah*
+
+# Visual C++ cache files
+ipch/
+*.aps
+*.ncb
+*.opendb
+*.opensdf
+*.sdf
+*.cachefile
+*.VC.db
+*.VC.VC.opendb
+
+# Visual Studio profiler
+*.psess
+*.vsp
+*.vspx
+*.sap
+
+# TFS 2012 Local Workspace
+$tf/
+
+# Guidance Automation Toolkit
+*.gpState
+
+# ReSharper is a .NET coding add-in
+_ReSharper*/
+*.[Rr]e[Ss]harper
+*.DotSettings.user
+
+# JustCode is a .NET coding add-in
+.JustCode
+
+# TeamCity is a build add-in
+_TeamCity*
+
+# DotCover is a Code Coverage Tool
+*.dotCover
+
+# NCrunch
+_NCrunch_*
+.*crunch*.local.xml
+nCrunchTemp_*
+
+# MightyMoose
+*.mm.*
+AutoTest.Net/
+
+# Web workbench (sass)
+.sass-cache/
+
+# Installshield output folder
+[Ee]xpress/
+
+# DocProject is a documentation generator add-in
+DocProject/buildhelp/
+DocProject/Help/*.HxT
+DocProject/Help/*.HxC
+DocProject/Help/*.hhc
+DocProject/Help/*.hhk
+DocProject/Help/*.hhp
+DocProject/Help/Html2
+DocProject/Help/html
+
+# Click-Once directory
+publish/
+
+# Publish Web Output
+*.[Pp]ublish.xml
+*.azurePubxml
+# TODO: Comment the next line if you want to checkin your web deploy settings
+# but database connection strings (with potential passwords) will be unencrypted
+#*.pubxml
+*.publishproj
+
+# Microsoft Azure Web App publish settings. Comment the next line if you want to
+# checkin your Azure Web App publish settings, but sensitive information contained
+# in these scripts will be unencrypted
+PublishScripts/
+
+# NuGet Packages
+*.nupkg
+# The packages folder can be ignored because of Package Restore
+**/packages/*
+# except build/, which is used as an MSBuild target.
+!**/packages/build/
+# Uncomment if necessary however generally it will be regenerated when needed
+#!**/packages/repositories.config
+# NuGet v3's project.json files produces more ignoreable files
+*.nuget.props
+*.nuget.targets
+
+# Microsoft Azure Build Output
+csx/
+*.build.csdef
+
+# Microsoft Azure Emulator
+ecf/
+rcf/
+
+# Windows Store app package directories and files
+AppPackages/
+BundleArtifacts/
+Package.StoreAssociation.xml
+_pkginfo.txt
+
+# Visual Studio cache files
+# files ending in .cache can be ignored
+*.[Cc]ache
+# but keep track of directories ending in .cache
+!*.[Cc]ache/
+
+# Others
+ClientBin/
+~$*
+*~
+*.dbmdl
+*.dbproj.schemaview
+*.jfm
+*.pfx
+*.publishsettings
+node_modules/
+orleans.codegen.cs
+
+# Since there are multiple workflows, uncomment next line to ignore bower_components
+# (https://github.com/github/gitignore/pull/1529#issuecomment-104372622)
+#bower_components/
+
+# RIA/Silverlight projects
+Generated_Code/
+
+# Backup & report files from converting an old project file
+# to a newer Visual Studio version. Backup files are not needed,
+# because we have git ;-)
+_UpgradeReport_Files/
+Backup*/
+UpgradeLog*.XML
+UpgradeLog*.htm
+
+# SQL Server files
+*.mdf
+*.ldf
+
+# Business Intelligence projects
+*.rdl.data
+*.bim.layout
+*.bim_*.settings
+
+# Microsoft Fakes
+FakesAssemblies/
+
+# GhostDoc plugin setting file
+*.GhostDoc.xml
+
+# Node.js Tools for Visual Studio
+.ntvs_analysis.dat
+
+# Visual Studio 6 build log
+*.plg
+
+# Visual Studio 6 workspace options file
+*.opt
+
+# Visual Studio LightSwitch build output
+**/*.HTMLClient/GeneratedArtifacts
+**/*.DesktopClient/GeneratedArtifacts
+**/*.DesktopClient/ModelManifest.xml
+**/*.Server/GeneratedArtifacts
+**/*.Server/ModelManifest.xml
+_Pvt_Extensions
+
+# Paket dependency manager
+.paket/paket.exe
+paket-files/
+
+# FAKE - F# Make
+.fake/
+
+# JetBrains Rider
+.idea/
+*.sln.iml
+
+# CodeRush
+.cr/
+
+# Python Tools for Visual Studio (PTVS)
+__pycache__/
+*.pyc
\ No newline at end of file
diff --git a/func/.vscode/extensions.json b/func/.vscode/extensions.json
new file mode 100644
index 0000000..bb76300
--- /dev/null
+++ b/func/.vscode/extensions.json
@@ -0,0 +1,6 @@
+{
+ "recommendations": [
+ "ms-azuretools.vscode-azurefunctions",
+ "ms-dotnettools.csharp"
+ ]
+}
\ No newline at end of file
diff --git a/func/.vscode/launch.json b/func/.vscode/launch.json
new file mode 100644
index 0000000..894cbe6
--- /dev/null
+++ b/func/.vscode/launch.json
@@ -0,0 +1,11 @@
+{
+ "version": "0.2.0",
+ "configurations": [
+ {
+ "name": "Attach to .NET Functions",
+ "type": "coreclr",
+ "request": "attach",
+ "processId": "${command:azureFunctions.pickProcess}"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/func/.vscode/settings.json b/func/.vscode/settings.json
new file mode 100644
index 0000000..eed4725
--- /dev/null
+++ b/func/.vscode/settings.json
@@ -0,0 +1,7 @@
+{
+ "azureFunctions.deploySubpath": "bin/Release/net8.0/publish",
+ "azureFunctions.projectLanguage": "C#",
+ "azureFunctions.projectRuntime": "~4",
+ "debug.internalConsoleOptions": "neverOpen",
+ "azureFunctions.preDeployTask": "publish (functions)"
+}
\ No newline at end of file
diff --git a/func/.vscode/tasks.json b/func/.vscode/tasks.json
new file mode 100644
index 0000000..5199259
--- /dev/null
+++ b/func/.vscode/tasks.json
@@ -0,0 +1,69 @@
+{
+ "version": "2.0.0",
+ "tasks": [
+ {
+ "label": "clean (functions)",
+ "command": "dotnet",
+ "args": [
+ "clean",
+ "/property:GenerateFullPaths=true",
+ "/consoleloggerparameters:NoSummary"
+ ],
+ "type": "process",
+ "problemMatcher": "$msCompile"
+ },
+ {
+ "label": "build (functions)",
+ "command": "dotnet",
+ "args": [
+ "build",
+ "/property:GenerateFullPaths=true",
+ "/consoleloggerparameters:NoSummary"
+ ],
+ "type": "process",
+ "dependsOn": "clean (functions)",
+ "group": {
+ "kind": "build",
+ "isDefault": true
+ },
+ "problemMatcher": "$msCompile"
+ },
+ {
+ "label": "clean release (functions)",
+ "command": "dotnet",
+ "args": [
+ "clean",
+ "--configuration",
+ "Release",
+ "/property:GenerateFullPaths=true",
+ "/consoleloggerparameters:NoSummary"
+ ],
+ "type": "process",
+ "problemMatcher": "$msCompile"
+ },
+ {
+ "label": "publish (functions)",
+ "command": "dotnet",
+ "args": [
+ "publish",
+ "--configuration",
+ "Release",
+ "/property:GenerateFullPaths=true",
+ "/consoleloggerparameters:NoSummary"
+ ],
+ "type": "process",
+ "dependsOn": "clean release (functions)",
+ "problemMatcher": "$msCompile"
+ },
+ {
+ "type": "func",
+ "dependsOn": "build (functions)",
+ "options": {
+ "cwd": "${workspaceFolder}/bin/Debug/net8.0"
+ },
+ "command": "host start",
+ "isBackground": true,
+ "problemMatcher": "$func-dotnet-watch"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/func/ChatHandler.cs b/func/ChatHandler.cs
new file mode 100644
index 0000000..6b868cb
--- /dev/null
+++ b/func/ChatHandler.cs
@@ -0,0 +1,123 @@
+using System;
+using System.Data;
+using System.Text.Json;
+using Azure;
+using Azure.AI.OpenAI;
+using Dapper;
+using Microsoft.AspNetCore.Http;
+using Microsoft.AspNetCore.Mvc;
+using Microsoft.Azure.Functions.Worker;
+using Microsoft.Data.SqlClient;
+using Microsoft.Extensions.Logging;
+using FromBodyAttribute = Microsoft.Azure.Functions.Worker.Http.FromBodyAttribute;
+
+namespace SessionRecommender.RequestHandler;
+
+public record ChatTurn(string userPrompt, string? responseMessage);
+
+public record FoundSession(
+ int Id,
+ string Title,
+ string Abstract,
+ double Similarity,
+ //string RecordingUrl,
+ string Speakers,
+ string ExternalId,
+ DateTimeOffset Start,
+ DateTimeOffset End
+);
+
+public class ChatHandler(OpenAIClient openAIClient, SqlConnection conn, ILogger<ChatHandler> logger)
+{
+ private readonly string _openAIDeploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_GPT_DEPLOYMENT_NAME") ?? "gpt-4";
+
+ private const string SystemMessage = """
+You are a system assistant who helps users find the right session to watch from the conference, based off the sessions that are provided to you.
+
+Sessions will be provided in an assistant message in the format of `title|abstract|speakers|start-time|end-time`. You can use this information to help you answer the user's question.
+""";
+
+ [Function("ChatHandler")]
+ public async Task<IActionResult> AskAsync(
+ [HttpTrigger(AuthorizationLevel.Anonymous, "post", Route = "ask")] HttpRequest req,
+ [FromBody] ChatTurn[] history)
+ {
+ logger.LogInformation("Retrieving similar sessions...");
+
+ DynamicParameters p = new();
+ p.Add("@text", history.Last().userPrompt);
+ p.Add("@top", 25);
+ p.Add("@min_similarity", 0.70);
+
+ using IDataReader foundSessions = await conn.ExecuteReaderAsync("[web].[find_sessions]", commandType: CommandType.StoredProcedure, param: p);
+
+ List<FoundSession> sessions = [];
+ while (foundSessions.Read())
+ {
+ sessions.Add(new(
+ Id: foundSessions.GetInt32(0),
+ Title: foundSessions.GetString(1),
+ Abstract: foundSessions.GetString(2),
+ ExternalId: foundSessions.GetString(3),
+ Start: foundSessions.GetDateTime(4),
+ End: foundSessions.GetDateTime(5),
+ //RecordingUrl: foundSessions.GetString(6),
+ Speakers: foundSessions.GetString(7),
+ Similarity: foundSessions.GetDouble(8)
+ ));
+ }
+
+ logger.LogInformation("Calling GPT...");
+
+ string sessionDescriptions = string.Join("\r", sessions.Select(s => $"{s.Title}|{s.Abstract}|{s.Speakers}|{s.Start}|{s.End}"));
+
+ List<ChatRequestMessage> messages = [new ChatRequestSystemMessage(SystemMessage)];
+
+ foreach (ChatTurn turn in history)
+ {
+ messages.Add(new ChatRequestUserMessage(turn.userPrompt));
+ if (turn.responseMessage is not null)
+ {
+ messages.Add(new ChatRequestAssistantMessage(turn.responseMessage));
+ }
+ }
+
+ messages.Add(new ChatRequestUserMessage($@"## Source ##
+{sessionDescriptions}
+## End ##
+
+You answer needs to divided in two sections: in the first section you'll add the answer to the question.
+In the second section, that must be named exactly '###thoughts###', and you must use the section name as typed, without any changes, you'll write brief thoughts on how you came up with the answer, e.g. what sources you used, what you thought about, etc.
+}}"));
+
+ ChatCompletionsOptions options = new(_openAIDeploymentName, messages);
+
+ try
+ {
+ var answerPayload = await openAIClient.GetChatCompletionsAsync(options);
+ var answerContent = answerPayload.Value.Choices[0].Message.Content;
+
+ //logger.LogInformation(answerContent);
+
+ var answerPieces = answerContent
+ .Replace("###Thoughts###", "###thoughts###", StringComparison.InvariantCultureIgnoreCase)
+ .Replace("### Thoughts ###", "###thoughts###", StringComparison.InvariantCultureIgnoreCase)
+ .Split("###thoughts###", StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries);
+ var answer = answerPieces[0];
+ var thoughts = answerPieces.Length == 2 ? answerPieces[1] : "No thoughts provided.";
+
+ logger.LogInformation("Done.");
+
+ return new OkObjectResult(new
+ {
+ answer,
+ thoughts
+ });
+ }
+ catch (Exception e)
+ {
+ logger.LogError(e, "Failed to get answer from OpenAI.");
+ return new BadRequestObjectResult(e.Message);
+ }
+ }
+}
\ No newline at end of file
diff --git a/func/Program.cs b/func/Program.cs
new file mode 100644
index 0000000..f17786c
--- /dev/null
+++ b/func/Program.cs
@@ -0,0 +1,45 @@
+using Azure;
+using Azure.AI.OpenAI;
+using Azure.Identity;
+using Azure.Security.KeyVault.Secrets;
+using Microsoft.Data.SqlClient;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.Extensions.Hosting;
+
+var host = new HostBuilder()
+
+.ConfigureServices(services =>
+{
+ Uri openaiEndPoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") is string value &&
+ Uri.TryCreate(value, UriKind.Absolute, out Uri? uri) &&
+ uri is not null
+ ? uri
+ : throw new ArgumentException(
+ $"Unable to parse endpoint URI");
+
+ string? apiKey;
+ var keyVaultEndpoint = Environment.GetEnvironmentVariable("AZURE_KEY_VAULT_ENDPOINT");
+ if (!string.IsNullOrEmpty(keyVaultEndpoint))
+ {
+ var openAIKeyName = Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
+ var keyVaultClient = new SecretClient(vaultUri: new Uri(keyVaultEndpoint), credential: new DefaultAzureCredential());
+ apiKey = keyVaultClient.GetSecret(openAIKeyName).Value.Value;
+ }
+ else
+ {
+ apiKey = Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
+ }
+
+ OpenAIClient openAIClient = apiKey != null ?
+ new(openaiEndPoint, new AzureKeyCredential(apiKey)) :
+ new(openaiEndPoint, new DefaultAzureCredential());
+
+ services.AddSingleton(openAIClient);
+
+ services.AddTransient((_) => new SqlConnection(Environment.GetEnvironmentVariable("AZURE_SQL_CONNECTION_STRING")));
+
+})
+.ConfigureFunctionsWebApplication()
+.Build();
+
+host.Run();
\ No newline at end of file
diff --git a/func/RequestHandler.csproj b/func/RequestHandler.csproj
new file mode 100644
index 0000000..2a08e4a
--- /dev/null
+++ b/func/RequestHandler.csproj
@@ -0,0 +1,29 @@
+<Project Sdk="Microsoft.NET.Sdk">
+ <PropertyGroup>
+ <TargetFramework>net8.0</TargetFramework>
+ <AzureFunctionsVersion>v4</AzureFunctionsVersion>
+ <OutputType>Exe</OutputType>
+ <ImplicitUsings>enable</ImplicitUsings>
+ <Nullable>enable</Nullable>
+ <LangVersion>preview</LangVersion>
+ <UserSecretsId>f9d76b6e-3000-45fa-8f99-dec6e7819a55</UserSecretsId>
+ </PropertyGroup>
+ <ItemGroup>
+ <PackageReference Include="Azure.AI.OpenAI" Version="1.0.0-beta.13" />
+ <PackageReference Include="Azure.Security.KeyVault.Secrets" Version="4.6.0" />
+ <PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Sql" Version="3.0.461" />
+ <PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" Version="1.16.3" />
+ <PackageReference Include="Microsoft.Azure.Functions.Worker" Version="1.20.0" />
+ <PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" Version="1.1.1" />
+ <PackageReference Include="Dapper" Version="2.1.4" />
+ </ItemGroup>
+ <ItemGroup>
+ <None Update="host.json">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ <None Update="local.settings.json">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ <CopyToPublishDirectory>Never</CopyToPublishDirectory>
+ </None>
+ </ItemGroup>
+</Project>
diff --git a/func/SessionProcessor.cs b/func/SessionProcessor.cs
new file mode 100644
index 0000000..fe69fad
--- /dev/null
+++ b/func/SessionProcessor.cs
@@ -0,0 +1,145 @@
+using Microsoft.Extensions.Logging;
+using Microsoft.Data.SqlClient;
+using System.Data;
+using Dapper;
+using Microsoft.Azure.Functions.Worker;
+using Microsoft.Azure.Functions.Worker.Extensions.Sql;
+using Azure.AI.OpenAI;
+using System.Text.Json;
+using System.Text.Json.Serialization;
+
+namespace SessionRecommender.RequestHandler;
+
+public class Item
+{
+ public required int Id { get; set; }
+
+ [JsonPropertyName("require_embeddings_update")]
+ public bool RequireEmbeddingsUpdate { get; set; }
+
+ public override bool Equals(object obj)
+ {
+ if (obj is not Item that) return false;
+ return Id == that.Id;
+ }
+
+ public override int GetHashCode()
+ {
+ return Id.GetHashCode();
+ }
+
+ public override string ToString()
+ {
+ return Id.ToString();
+ }
+}
+
+public class Session: Item
+{
+ public string? Title { get; set; }
+
+ public string? Abstract { get; set; }
+}
+
+public class Speaker: Item
+{
+ [JsonPropertyName("full_name")]
+ public string? FullName { get; set; }
+}
+
+public class ChangedItem: Item
+{
+ public SqlChangeOperation Operation { get; set; }
+ public required string Payload { get; set; }
+}
+
+public class SessionProcessor(OpenAIClient openAIClient, SqlConnection conn, ILogger<SessionProcessor> logger)
+{
+ private readonly string _openAIDeploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_EMBEDDINGS_DEPLOYMENT_NAME") ?? "embeddings";
+
+ [Function(nameof(SessionTrigger))]
+ public async Task SessionTrigger(
+ [SqlTrigger("[web].[sessions]", "AZURE_SQL_CONNECTION_STRING")]
+ IReadOnlyList<SqlChange<Session>> changes
+ )
+ {
+ var ci = from c in changes
+ where c.Operation != SqlChangeOperation.Delete
+ where c.Item.RequireEmbeddingsUpdate == true
+ select new ChangedItem() {
+ Id = c.Item.Id,
+ Operation = c.Operation,
+ Payload = c.Item.Title + ':' + c.Item.Abstract
+ };
+
+ await ProcessChanges(ci, "web.sessions", "web.upsert_session_embeddings", logger);
+ }
+
+ [Function(nameof(SpeakerTrigger))]
+ public async Task SpeakerTrigger(
+ [SqlTrigger("[web].[speakers]", "AZURE_SQL_CONNECTION_STRING")]
+ IReadOnlyList<SqlChange<Speaker>> changes
+ )
+ {
+ var ci = from c in changes
+ where c.Operation != SqlChangeOperation.Delete
+ where c.Item.RequireEmbeddingsUpdate == true
+ select new ChangedItem() {
+ Id = c.Item.Id,
+ Operation = c.Operation,
+ Payload = c.Item.FullName ?? "",
+ RequireEmbeddingsUpdate = c.Item.RequireEmbeddingsUpdate
+ };
+
+ await ProcessChanges(ci, "web.speakers", "web.upsert_speaker_embeddings", logger);
+ }
+
+ private async Task ProcessChanges(IEnumerable<ChangedItem> changes, string referenceTable, string upsertStoredProcedure, ILogger logger)
+ {
+ var ct = changes.Count();
+ if (ct == 0) {
+ logger.LogInformation($"No useful changes detected on {referenceTable} table.");
+ return;
+ }
+
+ logger.LogInformation($"There are {ct} changes that requires processing on table {referenceTable}.");
+
+ foreach (var change in changes)
+ {
+ logger.LogInformation($"[{referenceTable}:{change.Id}] Processing change for operation: " + change.Operation.ToString());
+
+ var attempts = 0;
+ var embeddingsReceived = false;
+ while (attempts < 3)
+ {
+ attempts++;
+
+ logger.LogInformation($"[{referenceTable}:{change.Id}] Attempt {attempts}/3 to get embeddings.");
+
+ var response = await openAIClient.GetEmbeddingsAsync(
+ new EmbeddingsOptions(_openAIDeploymentName, [change.Payload])
+ );
+
+ var e = response.Value.Data[0].Embedding;
+ await conn.ExecuteAsync(
+ upsertStoredProcedure,
+ commandType: CommandType.StoredProcedure,
+ param: new
+ {
+ @id = change.Id,
+ @embeddings = JsonSerializer.Serialize(e)
+ });
+ embeddingsReceived = true;
+
+ logger.LogInformation($"[{referenceTable}:{change.Id}] Done.");
+
+ break;
+ }
+ if (!embeddingsReceived)
+ {
+ logger.LogInformation($"[{referenceTable}:{change.Id}] Failed to get embeddings.");
+ }
+ }
+ }
+}
+
diff --git a/func/host.json b/func/host.json
new file mode 100644
index 0000000..f93b3ee
--- /dev/null
+++ b/func/host.json
@@ -0,0 +1,12 @@
+{
+ "version": "2.0",
+ "logging": {
+ "applicationInsights": {
+ "samplingSettings": {
+ "isEnabled": true,
+ "excludedTypes": "Request"
+ },
+ "enableLiveMetricsFilters": true
+ }
+ }
+}
\ No newline at end of file
diff --git a/func/local.settings.json.sample b/func/local.settings.json.sample
new file mode 100644
index 0000000..adc93a0
--- /dev/null
+++ b/func/local.settings.json.sample
@@ -0,0 +1,12 @@
+{
+ "IsEncrypted": false,
+ "Values": {
+ "AzureWebJobsStorage": "UseDevelopmentStorage=true",
+ "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
+ "AZURE_SQL_CONNECTION_STRING": "Server=.database.windows.net;Initial Catalog=;Persist Security Info=False;User ID=session_recommender_app;Password=unEno!h5!&*KP420xds&@P901afb$^M;MultipleActiveResultSets=False;Encrypt=True;Connection Timeout=30;",
+ "AZURE_OPENAI_ENDPOINT": "https://.openai.azure.com/",
+ "AZURE_OPENAI_KEY": "",
+ "AZURE_OPENAI_EMBEDDINGS_DEPLOYMENT_NAME": "embeddings",
+ "AZURE_OPENAI_GPT_DEPLOYMENT_NAME": "gpt"
+ }
+}
\ No newline at end of file
diff --git a/infra/abbreviations.json b/infra/abbreviations.json
new file mode 100644
index 0000000..0126e6d
--- /dev/null
+++ b/infra/abbreviations.json
@@ -0,0 +1,136 @@
+{
+ "analysisServicesServers": "as",
+ "apiManagementService": "apim-",
+ "appConfigurationConfigurationStores": "appcs-",
+ "appManagedEnvironments": "cae-",
+ "appContainerApps": "ca-",
+ "authorizationPolicyDefinitions": "policy-",
+ "automationAutomationAccounts": "aa-",
+ "blueprintBlueprints": "bp-",
+ "blueprintBlueprintsArtifacts": "bpa-",
+ "cacheRedis": "redis-",
+ "cdnProfiles": "cdnp-",
+ "cdnProfilesEndpoints": "cdne-",
+ "cognitiveServicesAccounts": "cog-",
+ "cognitiveServicesFormRecognizer": "cog-fr-",
+ "cognitiveServicesTextAnalytics": "cog-ta-",
+ "computeAvailabilitySets": "avail-",
+ "computeCloudServices": "cld-",
+ "computeDiskEncryptionSets": "des",
+ "computeDisks": "disk",
+ "computeDisksOs": "osdisk",
+ "computeGalleries": "gal",
+ "computeSnapshots": "snap-",
+ "computeVirtualMachines": "vm",
+ "computeVirtualMachineScaleSets": "vmss-",
+ "containerInstanceContainerGroups": "ci",
+ "containerRegistryRegistries": "cr",
+ "containerServiceManagedClusters": "aks-",
+ "databricksWorkspaces": "dbw-",
+ "dataFactoryFactories": "adf-",
+ "dataLakeAnalyticsAccounts": "dla",
+ "dataLakeStoreAccounts": "dls",
+ "dataMigrationServices": "dms-",
+ "dBforMySQLServers": "mysql-",
+ "dBforPostgreSQLServers": "psql-",
+ "devicesIotHubs": "iot-",
+ "devicesProvisioningServices": "provs-",
+ "devicesProvisioningServicesCertificates": "pcert-",
+ "documentDBDatabaseAccounts": "cosmos-",
+ "eventGridDomains": "evgd-",
+ "eventGridDomainsTopics": "evgt-",
+ "eventGridEventSubscriptions": "evgs-",
+ "eventHubNamespaces": "evhns-",
+ "eventHubNamespacesEventHubs": "evh-",
+ "hdInsightClustersHadoop": "hadoop-",
+ "hdInsightClustersHbase": "hbase-",
+ "hdInsightClustersKafka": "kafka-",
+ "hdInsightClustersMl": "mls-",
+ "hdInsightClustersSpark": "spark-",
+ "hdInsightClustersStorm": "storm-",
+ "hybridComputeMachines": "arcs-",
+ "insightsActionGroups": "ag-",
+ "insightsComponents": "appi-",
+ "keyVaultVaults": "kv-",
+ "kubernetesConnectedClusters": "arck",
+ "kustoClusters": "dec",
+ "kustoClustersDatabases": "dedb",
+ "logicIntegrationAccounts": "ia-",
+ "logicWorkflows": "logic-",
+ "machineLearningServicesWorkspaces": "mlw-",
+ "managedIdentityUserAssignedIdentities": "id-",
+ "managementManagementGroups": "mg-",
+ "migrateAssessmentProjects": "migr-",
+ "networkApplicationGateways": "agw-",
+ "networkApplicationSecurityGroups": "asg-",
+ "networkAzureFirewalls": "afw-",
+ "networkBastionHosts": "bas-",
+ "networkConnections": "con-",
+ "networkDnsZones": "dnsz-",
+ "networkExpressRouteCircuits": "erc-",
+ "networkFirewallPolicies": "afwp-",
+ "networkFirewallPoliciesWebApplication": "waf",
+ "networkFirewallPoliciesRuleGroups": "wafrg",
+ "networkFrontDoors": "fd-",
+ "networkFrontdoorWebApplicationFirewallPolicies": "fdfp-",
+ "networkLoadBalancersExternal": "lbe-",
+ "networkLoadBalancersInternal": "lbi-",
+ "networkLoadBalancersInboundNatRules": "rule-",
+ "networkLocalNetworkGateways": "lgw-",
+ "networkNatGateways": "ng-",
+ "networkNetworkInterfaces": "nic-",
+ "networkNetworkSecurityGroups": "nsg-",
+ "networkNetworkSecurityGroupsSecurityRules": "nsgsr-",
+ "networkNetworkWatchers": "nw-",
+ "networkPrivateDnsZones": "pdnsz-",
+ "networkPrivateLinkServices": "pl-",
+ "networkPublicIPAddresses": "pip-",
+ "networkPublicIPPrefixes": "ippre-",
+ "networkRouteFilters": "rf-",
+ "networkRouteTables": "rt-",
+ "networkRouteTablesRoutes": "udr-",
+ "networkTrafficManagerProfiles": "traf-",
+ "networkVirtualNetworkGateways": "vgw-",
+ "networkVirtualNetworks": "vnet-",
+ "networkVirtualNetworksSubnets": "snet-",
+ "networkVirtualNetworksVirtualNetworkPeerings": "peer-",
+ "networkVirtualWans": "vwan-",
+ "networkVpnGateways": "vpng-",
+ "networkVpnGatewaysVpnConnections": "vcn-",
+ "networkVpnGatewaysVpnSites": "vst-",
+ "notificationHubsNamespaces": "ntfns-",
+ "notificationHubsNamespacesNotificationHubs": "ntf-",
+ "operationalInsightsWorkspaces": "log-",
+ "portalDashboards": "dash-",
+ "powerBIDedicatedCapacities": "pbi-",
+ "purviewAccounts": "pview-",
+ "recoveryServicesVaults": "rsv-",
+ "resourcesResourceGroups": "rg-",
+ "searchSearchServices": "srch-",
+ "serviceBusNamespaces": "sb-",
+ "serviceBusNamespacesQueues": "sbq-",
+ "serviceBusNamespacesTopics": "sbt-",
+ "serviceEndPointPolicies": "se-",
+ "serviceFabricClusters": "sf-",
+ "signalRServiceSignalR": "sigr",
+ "sqlManagedInstances": "sqlmi-",
+ "sqlServers": "sql-",
+ "sqlServersDataWarehouse": "sqldw-",
+ "sqlServersDatabases": "sqldb-",
+ "sqlServersDatabasesStretch": "sqlstrdb-",
+ "storageStorageAccounts": "st",
+ "storageStorageAccountsVm": "stvm",
+ "storSimpleManagers": "ssimp",
+ "streamAnalyticsCluster": "asa-",
+ "synapseWorkspaces": "syn",
+ "synapseWorkspacesAnalyticsWorkspaces": "synw",
+ "synapseWorkspacesSqlPoolsDedicated": "syndp",
+ "synapseWorkspacesSqlPoolsSpark": "synsp",
+ "timeSeriesInsightsEnvironments": "tsi-",
+ "webServerFarms": "plan-",
+ "webSitesAppService": "app-",
+ "webSitesAppServiceEnvironment": "ase-",
+ "webSitesFunctions": "func-",
+ "webStaticSites": "stapp-"
+ }
+
\ No newline at end of file
diff --git a/infra/app/functions.bicep b/infra/app/functions.bicep
new file mode 100644
index 0000000..5b603a0
--- /dev/null
+++ b/infra/app/functions.bicep
@@ -0,0 +1,49 @@
+param functionAppName string
+param location string = resourceGroup().location
+param hostingPlanId string
+param storageAccountName string
+@secure()
+param sqlConnectionString string
+param keyVaultName string
+param tags object = {}
+param applicationInsightsConnectionString string
+param useKeyVault bool
+param keyVaultEndpoint string = ''
+@secure()
+param openAIEndpoint string
+param openAIKeyName string
+param openAIName string
+param openAIEmebddingDeploymentName string = 'embeddings'
+param openAIGPTDeploymentName string = 'gpt'
+
+module functionApp '../core/host/functions.bicep' = {
+ name: 'function1'
+ params: {
+ location: location
+ alwaysOn: false
+ tags: union(tags, { 'azd-service-name': 'functionapp' })
+ kind: 'functionapp'
+ keyVaultName: keyVaultName
+ appServicePlanId: hostingPlanId
+ name: functionAppName
+ runtimeName: 'dotnet-isolated'
+ runtimeVersion: '8.0'
+ storageAccountName: storageAccountName
+ appSettings: {
+ WEBSITE_CONTENTSHARE: toLower(functionAppName)
+ WEBSITE_CONTENTAZUREFILECONNECTIONSTRING: 'DefaultEndpointsProtocol=https;AccountName=${storageAccountName};EndpointSuffix=${environment().suffixes.storage};AccountKey=${listKeys(resourceId(subscription().subscriptionId, resourceGroup().name, 'Microsoft.Storage/storageAccounts', storageAccountName), '2022-05-01').keys[0].value}'
+ APPLICATIONINSIGHTS_CONNECTION_STRING: applicationInsightsConnectionString
+ AZURE_SQL_CONNECTION_STRING: sqlConnectionString
+ AZURE_OPENAI_ENDPOINT: openAIEndpoint
+ AZURE_OPENAI_KEY: useKeyVault ? openAIKeyName : listKeys(resourceId(subscription().subscriptionId, resourceGroup().name, 'Microsoft.CognitiveServices/accounts', openAIName), '2023-05-01').key1
+ AZURE_OPENAI_EMBEDDINGS_DEPLOYMENT_NAME: openAIEmebddingDeploymentName
+ AZURE_OPENAI_GPT_DEPLOYMENT_NAME: openAIGPTDeploymentName
+ AZURE_KEY_VAULT_ENDPOINT: useKeyVault ? keyVaultEndpoint : ''
+ }
+ }
+}
+
+output functionAppResourceId string = functionApp.outputs.functionAppResourceId
+output name string = functionApp.outputs.name
+output uri string = functionApp.outputs.uri
+output identityPrincipalId string = functionApp.outputs.identityPrincipalId
diff --git a/infra/app/openai.bicep b/infra/app/openai.bicep
new file mode 100644
index 0000000..f9af5d8
--- /dev/null
+++ b/infra/app/openai.bicep
@@ -0,0 +1,57 @@
+metadata description = 'Creates an Azure Cognitive Services instance.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+@description('The custom subdomain name used to access the API. Defaults to the value of the name parameter.')
+param customSubDomainName string = name
+param deployments array = []
+param kind string = 'OpenAI'
+param publicNetworkAccess string = 'Enabled'
+param sku object = {
+ name: 'S0'
+}
+param keyVaultName string
+param useKeyVault bool
+
+resource account 'Microsoft.CognitiveServices/accounts@2023-05-01' = {
+ name: name
+ location: location
+ tags: tags
+ kind: kind
+ properties: {
+ customSubDomainName: customSubDomainName
+ publicNetworkAccess: publicNetworkAccess
+ }
+ sku: sku
+}
+
+@batchSize(1)
+resource deployment 'Microsoft.CognitiveServices/accounts/deployments@2023-05-01' = [for deployment in deployments: {
+ parent: account
+ name: deployment.name
+ properties: {
+ model: deployment.model
+ raiPolicyName: contains(deployment, 'raiPolicyName') ? deployment.raiPolicyName : null
+ }
+ sku: contains(deployment, 'sku') ? deployment.sku : {
+ name: 'Standard'
+ capacity: 20
+ }
+}]
+
+resource keyVault 'Microsoft.KeyVault/vaults@2022-07-01' existing = if (useKeyVault) {
+ name: keyVaultName
+}
+
+resource openAIKey 'Microsoft.KeyVault/vaults/secrets@2022-07-01' = if (useKeyVault) {
+ parent: keyVault
+ name: 'openAIKey'
+ properties: {
+ value: account.listKeys().key1
+ }
+}
+
+output endpoint string = account.properties.endpoint
+output id string = account.id
+output name string = account.name
+output openAIKeyName string = openAIKey.name
diff --git a/infra/app/sqlserver.bicep b/infra/app/sqlserver.bicep
new file mode 100644
index 0000000..82d662f
--- /dev/null
+++ b/infra/app/sqlserver.bicep
@@ -0,0 +1,114 @@
+metadata description = 'Creates an Azure SQL Server instance.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+param databaseName string
+param principalId string
+param connectionStringKey string = 'AZURE-SQL-CONNECTION-STRING'
+
+param sqlAdmin string = 'sqlAdmin'
+@secure()
+param sqlAdminPassword string
+
+param appUser string = 'session_recommender_app'
+@secure()
+param appUserPassword string
+
+@secure()
+param openAIEndpoint string
+param openAIDeploymentName string
+param openAIServiceName string
+
+
+resource sqlServer 'Microsoft.Sql/servers@2022-05-01-preview' = {
+ name: name
+ location: location
+ tags: tags
+ properties: {
+ version: '12.0'
+ minimalTlsVersion: '1.2'
+ publicNetworkAccess: 'Enabled'
+ administratorLogin: sqlAdmin
+ administratorLoginPassword: sqlAdminPassword
+ }
+
+ resource database 'databases' = {
+ name: databaseName
+ location: location
+ }
+
+ resource firewall 'firewallRules' = {
+ name: 'Azure Services'
+ properties: {
+ // Allow all clients
+ // Note: range [0.0.0.0-0.0.0.0] means "allow all Azure-hosted clients only".
+ // This is not sufficient, because we also want to allow direct access from developer machine, for debugging purposes.
+ startIpAddress: '0.0.0.0'
+ endIpAddress: '0.0.0.0'
+ }
+ }
+
+ resource symbolicname 'administrators@2022-05-01-preview' = {
+ name: 'ActiveDirectory'
+ properties: {
+ administratorType: 'ActiveDirectory'
+ login: 'EntraAdmin'
+ sid: principalId
+ tenantId: tenant().tenantId
+ }
+ }
+}
+
+resource createDBScript2 'Microsoft.Resources/deploymentScripts@2023-08-01' = {
+ name: '${name}-createDB-script'
+ location: location
+ kind: 'AzurePowerShell'
+ properties: {
+ azPowerShellVersion: '10.0'
+ retentionInterval: 'PT1H' // Retain the script resource for 1 hour after it ends running
+ timeout: 'PT5M' // Five minutes
+ cleanupPreference: 'OnSuccess'
+ environmentVariables: [
+ {
+ name: 'DBNAME'
+ value: databaseName
+ }
+ {
+ name: 'DBSERVER'
+ value: sqlServer.properties.fullyQualifiedDomainName
+ }
+ {
+ name: 'SQLCMDPASSWORD'
+ secureValue: sqlAdminPassword
+ }
+ {
+ name: 'SQLADMIN'
+ value: sqlAdmin
+ }
+ {
+ name: 'OPEN_AI_ENDPOINT'
+ value: openAIEndpoint
+ }
+ {
+ name: 'OPEN_AI_DEPLOYMENT'
+ value: openAIDeploymentName
+ }
+ {
+ name: 'OPEN_AI_KEY'
+ secureValue: listKeys(resourceId(subscription().subscriptionId, resourceGroup().name, 'Microsoft.CognitiveServices/accounts', openAIServiceName), '2023-05-01').key1
+ }
+ {
+ name: 'APP_USER_PASSWORD'
+ secureValue: appUserPassword
+ }
+ ]
+ scriptContent: loadTextContent('../../database/setup-database.ps1')
+ }
+}
+
+var connectionString = 'Server=${sqlServer.properties.fullyQualifiedDomainName}; Database=${sqlServer::database.name}; User=${appUser}'
+output connectionStringKey string = connectionStringKey
+output connectionString string = connectionString
+output databaseName string = sqlServer::database.name
+output name string = sqlServer.name
+output id string = sqlServer.id
diff --git a/infra/app/staticwebapp.bicep b/infra/app/staticwebapp.bicep
new file mode 100644
index 0000000..c84003e
--- /dev/null
+++ b/infra/app/staticwebapp.bicep
@@ -0,0 +1,39 @@
+metadata description = 'Creates an Azure Static Web Apps instance.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+param sku object = {
+ name: 'Standard'
+ tier: 'Standard'
+}
+param sqlServerLocation string
+param sqlServerId string
+@secure()
+param sqlConnectionString string
+param apiResourceId string
+
+resource web 'Microsoft.Web/staticSites@2022-09-01' = {
+ name: name
+ location: location
+ tags: tags
+ properties: {}
+ sku: sku
+ resource apifunc 'linkedBackends@2022-09-01' = {
+ name: 'default'
+ properties: {
+ backendResourceId: apiResourceId
+ region: location
+ }
+ }
+ resource dbconn 'databaseConnections@2022-09-01' = {
+ name: 'default'
+ properties: {
+ connectionString: sqlConnectionString
+ region: sqlServerLocation
+ resourceId: sqlServerId
+ }
+ }
+}
+
+output name string = web.name
+output uri string = 'https://${web.properties.defaultHostname}'
diff --git a/infra/core/host/appservice-appsettings.bicep b/infra/core/host/appservice-appsettings.bicep
new file mode 100644
index 0000000..f4b22f8
--- /dev/null
+++ b/infra/core/host/appservice-appsettings.bicep
@@ -0,0 +1,17 @@
+metadata description = 'Updates app settings for an Azure App Service.'
+@description('The name of the app service resource within the current resource group scope')
+param name string
+
+@description('The app settings to be applied to the app service')
+@secure()
+param appSettings object
+
+resource appService 'Microsoft.Web/sites@2022-03-01' existing = {
+ name: name
+}
+
+resource settings 'Microsoft.Web/sites/config@2022-03-01' = {
+ name: 'appsettings'
+ parent: appService
+ properties: appSettings
+}
diff --git a/infra/core/host/appservice.bicep b/infra/core/host/appservice.bicep
new file mode 100644
index 0000000..6580cd2
--- /dev/null
+++ b/infra/core/host/appservice.bicep
@@ -0,0 +1,124 @@
+metadata description = 'Creates an Azure App Service in an existing Azure App Service plan.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+// Reference Properties
+param applicationInsightsName string = ''
+param appServicePlanId string
+param keyVaultName string = ''
+param managedIdentity bool = !empty(keyVaultName)
+
+// Runtime Properties
+@allowed([
+ 'dotnet', 'dotnetcore', 'dotnet-isolated', 'node', 'python', 'java', 'powershell', 'custom'
+])
+param runtimeName string
+param runtimeNameAndVersion string = '${runtimeName}|${runtimeVersion}'
+param runtimeVersion string
+
+// Microsoft.Web/sites Properties
+param kind string = 'app,linux'
+
+// Microsoft.Web/sites/config
+param allowedOrigins array = []
+param alwaysOn bool = true
+param appCommandLine string = ''
+@secure()
+param appSettings object = {}
+param clientAffinityEnabled bool = false
+param enableOryxBuild bool = contains(kind, 'linux')
+param functionAppScaleLimit int = -1
+param linuxFxVersion string = runtimeNameAndVersion
+param minimumElasticInstanceCount int = -1
+param numberOfWorkers int = -1
+param scmDoBuildDuringDeployment bool = false
+param use32BitWorkerProcess bool = false
+param ftpsState string = 'FtpsOnly'
+param healthCheckPath string = ''
+
+resource appService 'Microsoft.Web/sites@2022-03-01' = {
+ name: name
+ location: location
+ tags: tags
+ kind: kind
+ properties: {
+ serverFarmId: appServicePlanId
+ siteConfig: {
+ linuxFxVersion: linuxFxVersion
+ alwaysOn: alwaysOn
+ ftpsState: ftpsState
+ minTlsVersion: '1.2'
+ appCommandLine: appCommandLine
+ numberOfWorkers: numberOfWorkers != -1 ? numberOfWorkers : null
+ minimumElasticInstanceCount: minimumElasticInstanceCount != -1 ? minimumElasticInstanceCount : null
+ use32BitWorkerProcess: use32BitWorkerProcess
+ functionAppScaleLimit: functionAppScaleLimit != -1 ? functionAppScaleLimit : null
+ healthCheckPath: healthCheckPath
+ cors: {
+ allowedOrigins: union([ 'https://portal.azure.com', 'https://ms.portal.azure.com' ], allowedOrigins)
+ }
+ }
+ clientAffinityEnabled: clientAffinityEnabled
+ httpsOnly: true
+ }
+
+ identity: { type: managedIdentity ? 'SystemAssigned' : 'None' }
+
+ resource basicPublishingCredentialsPoliciesFtp 'basicPublishingCredentialsPolicies' = {
+ name: 'ftp'
+ properties: {
+ allow: false
+ }
+ }
+
+ resource basicPublishingCredentialsPoliciesScm 'basicPublishingCredentialsPolicies' = {
+ name: 'scm'
+ properties: {
+ allow: false
+ }
+ }
+}
+
+// Updates to the single Microsoft.sites/web/config resources that need to be performed sequentially
+// sites/web/config 'appsettings'
+module configAppSettings 'appservice-appsettings.bicep' = {
+ name: '${name}-appSettings'
+ params: {
+ name: appService.name
+ appSettings: union(appSettings,
+ {
+ SCM_DO_BUILD_DURING_DEPLOYMENT: string(scmDoBuildDuringDeployment)
+ ENABLE_ORYX_BUILD: string(enableOryxBuild)
+ },
+ runtimeName == 'python' && appCommandLine == '' ? { PYTHON_ENABLE_GUNICORN_MULTIWORKERS: 'true'} : {},
+ !empty(applicationInsightsName) ? { APPLICATIONINSIGHTS_CONNECTION_STRING: applicationInsights.properties.ConnectionString } : {},
+ !empty(keyVaultName) ? { AZURE_KEY_VAULT_ENDPOINT: keyVault.properties.vaultUri } : {})
+ }
+}
+
+// sites/web/config 'logs'
+resource configLogs 'Microsoft.Web/sites/config@2022-03-01' = {
+ name: 'logs'
+ parent: appService
+ properties: {
+ applicationLogs: { fileSystem: { level: 'Verbose' } }
+ detailedErrorMessages: { enabled: true }
+ failedRequestsTracing: { enabled: true }
+ httpLogs: { fileSystem: { enabled: true, retentionInDays: 1, retentionInMb: 35 } }
+ }
+ dependsOn: [configAppSettings]
+}
+
+resource keyVault 'Microsoft.KeyVault/vaults@2022-07-01' existing = if (!(empty(keyVaultName))) {
+ name: keyVaultName
+}
+
+resource applicationInsights 'Microsoft.Insights/components@2020-02-02' existing = if (!empty(applicationInsightsName)) {
+ name: applicationInsightsName
+}
+
+output identityPrincipalId string = managedIdentity ? appService.identity.principalId : ''
+output name string = appService.name
+output uri string = 'https://${appService.properties.defaultHostName}'
+output functionAppResourceId string = appService.id
diff --git a/infra/core/host/appserviceplan.bicep b/infra/core/host/appserviceplan.bicep
new file mode 100644
index 0000000..2e37e04
--- /dev/null
+++ b/infra/core/host/appserviceplan.bicep
@@ -0,0 +1,22 @@
+metadata description = 'Creates an Azure App Service plan.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+param kind string = ''
+param reserved bool = true
+param sku object
+
+resource appServicePlan 'Microsoft.Web/serverfarms@2022-03-01' = {
+ name: name
+ location: location
+ tags: tags
+ sku: sku
+ kind: kind
+ properties: {
+ reserved: reserved
+ }
+}
+
+output id string = appServicePlan.id
+output name string = appServicePlan.name
diff --git a/infra/core/host/functions.bicep b/infra/core/host/functions.bicep
new file mode 100644
index 0000000..e57fff7
--- /dev/null
+++ b/infra/core/host/functions.bicep
@@ -0,0 +1,87 @@
+metadata description = 'Creates an Azure Function in an existing Azure App Service plan.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+// Reference Properties
+param applicationInsightsName string = ''
+param appServicePlanId string
+param keyVaultName string = ''
+param managedIdentity bool = !empty(keyVaultName)
+param storageAccountName string
+
+// Runtime Properties
+@allowed([
+ 'dotnet', 'dotnetcore', 'dotnet-isolated', 'node', 'python', 'java', 'powershell', 'custom'
+])
+param runtimeName string
+param runtimeNameAndVersion string = '${runtimeName}|${runtimeVersion}'
+param runtimeVersion string
+
+// Function Settings
+@allowed([
+ '~4', '~3', '~2', '~1'
+])
+param extensionVersion string = '~4'
+
+// Microsoft.Web/sites Properties
+param kind string = 'functionapp,linux'
+
+// Microsoft.Web/sites/config
+param allowedOrigins array = []
+param alwaysOn bool = true
+param appCommandLine string = ''
+@secure()
+param appSettings object = {}
+param clientAffinityEnabled bool = false
+param enableOryxBuild bool = contains(kind, 'linux')
+param functionAppScaleLimit int = -1
+param linuxFxVersion string = runtimeNameAndVersion
+param minimumElasticInstanceCount int = -1
+param numberOfWorkers int = -1
+param scmDoBuildDuringDeployment bool = true
+param use32BitWorkerProcess bool = false
+param healthCheckPath string = ''
+
+module functions 'appservice.bicep' = {
+ name: '${name}-functions'
+ params: {
+ name: name
+ location: location
+ tags: tags
+ allowedOrigins: allowedOrigins
+ alwaysOn: alwaysOn
+ appCommandLine: appCommandLine
+ applicationInsightsName: applicationInsightsName
+ appServicePlanId: appServicePlanId
+ appSettings: union(appSettings, {
+ AzureWebJobsStorage: 'DefaultEndpointsProtocol=https;AccountName=${storage.name};AccountKey=${storage.listKeys().keys[0].value};EndpointSuffix=${environment().suffixes.storage}'
+ FUNCTIONS_EXTENSION_VERSION: extensionVersion
+ FUNCTIONS_WORKER_RUNTIME: runtimeName
+ })
+ clientAffinityEnabled: clientAffinityEnabled
+ enableOryxBuild: enableOryxBuild
+ functionAppScaleLimit: functionAppScaleLimit
+ healthCheckPath: healthCheckPath
+ keyVaultName: keyVaultName
+ kind: kind
+ linuxFxVersion: linuxFxVersion
+ managedIdentity: managedIdentity
+ minimumElasticInstanceCount: minimumElasticInstanceCount
+ numberOfWorkers: numberOfWorkers
+ runtimeName: runtimeName
+ runtimeVersion: runtimeVersion
+ runtimeNameAndVersion: runtimeNameAndVersion
+ scmDoBuildDuringDeployment: scmDoBuildDuringDeployment
+ use32BitWorkerProcess: use32BitWorkerProcess
+ }
+}
+
+resource storage 'Microsoft.Storage/storageAccounts@2021-09-01' existing = {
+ name: storageAccountName
+}
+
+output identityPrincipalId string = managedIdentity ? functions.outputs.identityPrincipalId : ''
+output name string = functions.outputs.name
+output uri string = functions.outputs.uri
+output functionAppResourceId string = functions.outputs.functionAppResourceId
diff --git a/infra/core/monitor/applicationinsights-dashboard.bicep b/infra/core/monitor/applicationinsights-dashboard.bicep
new file mode 100644
index 0000000..d082e66
--- /dev/null
+++ b/infra/core/monitor/applicationinsights-dashboard.bicep
@@ -0,0 +1,1236 @@
+metadata description = 'Creates a dashboard for an Application Insights instance.'
+param name string
+param applicationInsightsName string
+param location string = resourceGroup().location
+param tags object = {}
+
+// 2020-09-01-preview because that is the latest valid version
+resource applicationInsightsDashboard 'Microsoft.Portal/dashboards@2020-09-01-preview' = {
+ name: name
+ location: location
+ tags: tags
+ properties: {
+ lenses: [
+ {
+ order: 0
+ parts: [
+ {
+ position: {
+ x: 0
+ y: 0
+ colSpan: 2
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'id'
+ value: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ {
+ name: 'Version'
+ value: '1.0'
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/AspNetOverviewPinnedPart'
+ asset: {
+ idInputName: 'id'
+ type: 'ApplicationInsights'
+ }
+ defaultMenuItemId: 'overview'
+ }
+ }
+ {
+ position: {
+ x: 2
+ y: 0
+ colSpan: 1
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'ComponentId'
+ value: {
+ Name: applicationInsights.name
+ SubscriptionId: subscription().subscriptionId
+ ResourceGroup: resourceGroup().name
+ }
+ }
+ {
+ name: 'Version'
+ value: '1.0'
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/ProactiveDetectionAsyncPart'
+ asset: {
+ idInputName: 'ComponentId'
+ type: 'ApplicationInsights'
+ }
+ defaultMenuItemId: 'ProactiveDetection'
+ }
+ }
+ {
+ position: {
+ x: 3
+ y: 0
+ colSpan: 1
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'ComponentId'
+ value: {
+ Name: applicationInsights.name
+ SubscriptionId: subscription().subscriptionId
+ ResourceGroup: resourceGroup().name
+ }
+ }
+ {
+ name: 'ResourceId'
+ value: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/QuickPulseButtonSmallPart'
+ asset: {
+ idInputName: 'ComponentId'
+ type: 'ApplicationInsights'
+ }
+ }
+ }
+ {
+ position: {
+ x: 4
+ y: 0
+ colSpan: 1
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'ComponentId'
+ value: {
+ Name: applicationInsights.name
+ SubscriptionId: subscription().subscriptionId
+ ResourceGroup: resourceGroup().name
+ }
+ }
+ {
+ name: 'TimeContext'
+ value: {
+ durationMs: 86400000
+ endTime: null
+ createdTime: '2018-05-04T01:20:33.345Z'
+ isInitialTime: true
+ grain: 1
+ useDashboardTimeRange: false
+ }
+ }
+ {
+ name: 'Version'
+ value: '1.0'
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/AvailabilityNavButtonPart'
+ asset: {
+ idInputName: 'ComponentId'
+ type: 'ApplicationInsights'
+ }
+ }
+ }
+ {
+ position: {
+ x: 5
+ y: 0
+ colSpan: 1
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'ComponentId'
+ value: {
+ Name: applicationInsights.name
+ SubscriptionId: subscription().subscriptionId
+ ResourceGroup: resourceGroup().name
+ }
+ }
+ {
+ name: 'TimeContext'
+ value: {
+ durationMs: 86400000
+ endTime: null
+ createdTime: '2018-05-08T18:47:35.237Z'
+ isInitialTime: true
+ grain: 1
+ useDashboardTimeRange: false
+ }
+ }
+ {
+ name: 'ConfigurationId'
+ value: '78ce933e-e864-4b05-a27b-71fd55a6afad'
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/AppMapButtonPart'
+ asset: {
+ idInputName: 'ComponentId'
+ type: 'ApplicationInsights'
+ }
+ }
+ }
+ {
+ position: {
+ x: 0
+ y: 1
+ colSpan: 3
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: []
+ type: 'Extension/HubsExtension/PartType/MarkdownPart'
+ settings: {
+ content: {
+ settings: {
+ content: '# Usage'
+ title: ''
+ subtitle: ''
+ }
+ }
+ }
+ }
+ }
+ {
+ position: {
+ x: 3
+ y: 1
+ colSpan: 1
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'ComponentId'
+ value: {
+ Name: applicationInsights.name
+ SubscriptionId: subscription().subscriptionId
+ ResourceGroup: resourceGroup().name
+ }
+ }
+ {
+ name: 'TimeContext'
+ value: {
+ durationMs: 86400000
+ endTime: null
+ createdTime: '2018-05-04T01:22:35.782Z'
+ isInitialTime: true
+ grain: 1
+ useDashboardTimeRange: false
+ }
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/UsageUsersOverviewPart'
+ asset: {
+ idInputName: 'ComponentId'
+ type: 'ApplicationInsights'
+ }
+ }
+ }
+ {
+ position: {
+ x: 4
+ y: 1
+ colSpan: 3
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: []
+ type: 'Extension/HubsExtension/PartType/MarkdownPart'
+ settings: {
+ content: {
+ settings: {
+ content: '# Reliability'
+ title: ''
+ subtitle: ''
+ }
+ }
+ }
+ }
+ }
+ {
+ position: {
+ x: 7
+ y: 1
+ colSpan: 1
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'ResourceId'
+ value: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ {
+ name: 'DataModel'
+ value: {
+ version: '1.0.0'
+ timeContext: {
+ durationMs: 86400000
+ createdTime: '2018-05-04T23:42:40.072Z'
+ isInitialTime: false
+ grain: 1
+ useDashboardTimeRange: false
+ }
+ }
+ isOptional: true
+ }
+ {
+ name: 'ConfigurationId'
+ value: '8a02f7bf-ac0f-40e1-afe9-f0e72cfee77f'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/CuratedBladeFailuresPinnedPart'
+ isAdapter: true
+ asset: {
+ idInputName: 'ResourceId'
+ type: 'ApplicationInsights'
+ }
+ defaultMenuItemId: 'failures'
+ }
+ }
+ {
+ position: {
+ x: 8
+ y: 1
+ colSpan: 3
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: []
+ type: 'Extension/HubsExtension/PartType/MarkdownPart'
+ settings: {
+ content: {
+ settings: {
+ content: '# Responsiveness\r\n'
+ title: ''
+ subtitle: ''
+ }
+ }
+ }
+ }
+ }
+ {
+ position: {
+ x: 11
+ y: 1
+ colSpan: 1
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'ResourceId'
+ value: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ {
+ name: 'DataModel'
+ value: {
+ version: '1.0.0'
+ timeContext: {
+ durationMs: 86400000
+ createdTime: '2018-05-04T23:43:37.804Z'
+ isInitialTime: false
+ grain: 1
+ useDashboardTimeRange: false
+ }
+ }
+ isOptional: true
+ }
+ {
+ name: 'ConfigurationId'
+ value: '2a8ede4f-2bee-4b9c-aed9-2db0e8a01865'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/CuratedBladePerformancePinnedPart'
+ isAdapter: true
+ asset: {
+ idInputName: 'ResourceId'
+ type: 'ApplicationInsights'
+ }
+ defaultMenuItemId: 'performance'
+ }
+ }
+ {
+ position: {
+ x: 12
+ y: 1
+ colSpan: 3
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: []
+ type: 'Extension/HubsExtension/PartType/MarkdownPart'
+ settings: {
+ content: {
+ settings: {
+ content: '# Browser'
+ title: ''
+ subtitle: ''
+ }
+ }
+ }
+ }
+ }
+ {
+ position: {
+ x: 15
+ y: 1
+ colSpan: 1
+ rowSpan: 1
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'ComponentId'
+ value: {
+ Name: applicationInsights.name
+ SubscriptionId: subscription().subscriptionId
+ ResourceGroup: resourceGroup().name
+ }
+ }
+ {
+ name: 'MetricsExplorerJsonDefinitionId'
+ value: 'BrowserPerformanceTimelineMetrics'
+ }
+ {
+ name: 'TimeContext'
+ value: {
+ durationMs: 86400000
+ createdTime: '2018-05-08T12:16:27.534Z'
+ isInitialTime: false
+ grain: 1
+ useDashboardTimeRange: false
+ }
+ }
+ {
+ name: 'CurrentFilter'
+ value: {
+ eventTypes: [
+ 4
+ 1
+ 3
+ 5
+ 2
+ 6
+ 13
+ ]
+ typeFacets: {}
+ isPermissive: false
+ }
+ }
+ {
+ name: 'id'
+ value: {
+ Name: applicationInsights.name
+ SubscriptionId: subscription().subscriptionId
+ ResourceGroup: resourceGroup().name
+ }
+ }
+ {
+ name: 'Version'
+ value: '1.0'
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/AppInsightsExtension/PartType/MetricsExplorerBladePinnedPart'
+ asset: {
+ idInputName: 'ComponentId'
+ type: 'ApplicationInsights'
+ }
+ defaultMenuItemId: 'browser'
+ }
+ }
+ {
+ position: {
+ x: 0
+ y: 2
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'sessions/count'
+ aggregationType: 5
+ namespace: 'microsoft.insights/components/kusto'
+ metricVisualization: {
+ displayName: 'Sessions'
+ color: '#47BDF5'
+ }
+ }
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'users/count'
+ aggregationType: 5
+ namespace: 'microsoft.insights/components/kusto'
+ metricVisualization: {
+ displayName: 'Users'
+ color: '#7E58FF'
+ }
+ }
+ ]
+ title: 'Unique sessions and users'
+ visualization: {
+ chartType: 2
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ openBladeOnClick: {
+ openBlade: true
+ destinationBlade: {
+ extensionName: 'HubsExtension'
+ bladeName: 'ResourceMenuBlade'
+ parameters: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ menuid: 'segmentationUsers'
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 4
+ y: 2
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'requests/failed'
+ aggregationType: 7
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Failed requests'
+ color: '#EC008C'
+ }
+ }
+ ]
+ title: 'Failed requests'
+ visualization: {
+ chartType: 3
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ openBladeOnClick: {
+ openBlade: true
+ destinationBlade: {
+ extensionName: 'HubsExtension'
+ bladeName: 'ResourceMenuBlade'
+ parameters: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ menuid: 'failures'
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 8
+ y: 2
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'requests/duration'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Server response time'
+ color: '#00BCF2'
+ }
+ }
+ ]
+ title: 'Server response time'
+ visualization: {
+ chartType: 2
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ openBladeOnClick: {
+ openBlade: true
+ destinationBlade: {
+ extensionName: 'HubsExtension'
+ bladeName: 'ResourceMenuBlade'
+ parameters: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ menuid: 'performance'
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 12
+ y: 2
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'browserTimings/networkDuration'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Page load network connect time'
+ color: '#7E58FF'
+ }
+ }
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'browserTimings/processingDuration'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Client processing time'
+ color: '#44F1C8'
+ }
+ }
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'browserTimings/sendDuration'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Send request time'
+ color: '#EB9371'
+ }
+ }
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'browserTimings/receiveDuration'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Receiving response time'
+ color: '#0672F1'
+ }
+ }
+ ]
+ title: 'Average page load time breakdown'
+ visualization: {
+ chartType: 3
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 0
+ y: 5
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'availabilityResults/availabilityPercentage'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Availability'
+ color: '#47BDF5'
+ }
+ }
+ ]
+ title: 'Average availability'
+ visualization: {
+ chartType: 3
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ openBladeOnClick: {
+ openBlade: true
+ destinationBlade: {
+ extensionName: 'HubsExtension'
+ bladeName: 'ResourceMenuBlade'
+ parameters: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ menuid: 'availability'
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 4
+ y: 5
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'exceptions/server'
+ aggregationType: 7
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Server exceptions'
+ color: '#47BDF5'
+ }
+ }
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'dependencies/failed'
+ aggregationType: 7
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Dependency failures'
+ color: '#7E58FF'
+ }
+ }
+ ]
+ title: 'Server exceptions and Dependency failures'
+ visualization: {
+ chartType: 2
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 8
+ y: 5
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'performanceCounters/processorCpuPercentage'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Processor time'
+ color: '#47BDF5'
+ }
+ }
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'performanceCounters/processCpuPercentage'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Process CPU'
+ color: '#7E58FF'
+ }
+ }
+ ]
+ title: 'Average processor and process CPU utilization'
+ visualization: {
+ chartType: 2
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 12
+ y: 5
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'exceptions/browser'
+ aggregationType: 7
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Browser exceptions'
+ color: '#47BDF5'
+ }
+ }
+ ]
+ title: 'Browser exceptions'
+ visualization: {
+ chartType: 2
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 0
+ y: 8
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'availabilityResults/count'
+ aggregationType: 7
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Availability test results count'
+ color: '#47BDF5'
+ }
+ }
+ ]
+ title: 'Availability test results count'
+ visualization: {
+ chartType: 2
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 4
+ y: 8
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'performanceCounters/processIOBytesPerSecond'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Process IO rate'
+ color: '#47BDF5'
+ }
+ }
+ ]
+ title: 'Average process I/O rate'
+ visualization: {
+ chartType: 2
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ {
+ position: {
+ x: 8
+ y: 8
+ colSpan: 4
+ rowSpan: 3
+ }
+ metadata: {
+ inputs: [
+ {
+ name: 'options'
+ value: {
+ chart: {
+ metrics: [
+ {
+ resourceMetadata: {
+ id: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.Insights/components/${applicationInsights.name}'
+ }
+ name: 'performanceCounters/memoryAvailableBytes'
+ aggregationType: 4
+ namespace: 'microsoft.insights/components'
+ metricVisualization: {
+ displayName: 'Available memory'
+ color: '#47BDF5'
+ }
+ }
+ ]
+ title: 'Average available memory'
+ visualization: {
+ chartType: 2
+ legendVisualization: {
+ isVisible: true
+ position: 2
+ hideSubtitle: false
+ }
+ axisVisualization: {
+ x: {
+ isVisible: true
+ axisType: 2
+ }
+ y: {
+ isVisible: true
+ axisType: 1
+ }
+ }
+ }
+ }
+ }
+ }
+ {
+ name: 'sharedTimeRange'
+ isOptional: true
+ }
+ ]
+ #disable-next-line BCP036
+ type: 'Extension/HubsExtension/PartType/MonitorChartPart'
+ settings: {}
+ }
+ }
+ ]
+ }
+ ]
+ }
+}
+
+resource applicationInsights 'Microsoft.Insights/components@2020-02-02' existing = {
+ name: applicationInsightsName
+}
diff --git a/infra/core/monitor/applicationinsights.bicep b/infra/core/monitor/applicationinsights.bicep
new file mode 100644
index 0000000..4b4d01e
--- /dev/null
+++ b/infra/core/monitor/applicationinsights.bicep
@@ -0,0 +1,30 @@
+metadata description = 'Creates an Application Insights instance based on an existing Log Analytics workspace.'
+param name string
+param dashboardName string = ''
+param location string = resourceGroup().location
+param tags object = {}
+param logAnalyticsWorkspaceId string
+
+resource applicationInsights 'Microsoft.Insights/components@2020-02-02' = {
+ name: name
+ location: location
+ tags: tags
+ kind: 'web'
+ properties: {
+ Application_Type: 'web'
+ WorkspaceResourceId: logAnalyticsWorkspaceId
+ }
+}
+
+module applicationInsightsDashboard 'applicationinsights-dashboard.bicep' = if (!empty(dashboardName)) {
+ name: 'application-insights-dashboard'
+ params: {
+ name: dashboardName
+ location: location
+ applicationInsightsName: applicationInsights.name
+ }
+}
+
+output connectionString string = applicationInsights.properties.ConnectionString
+output instrumentationKey string = applicationInsights.properties.InstrumentationKey
+output name string = applicationInsights.name
diff --git a/infra/core/monitor/loganalytics.bicep b/infra/core/monitor/loganalytics.bicep
new file mode 100644
index 0000000..33f9dc2
--- /dev/null
+++ b/infra/core/monitor/loganalytics.bicep
@@ -0,0 +1,22 @@
+metadata description = 'Creates a Log Analytics workspace.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+resource logAnalytics 'Microsoft.OperationalInsights/workspaces@2021-12-01-preview' = {
+ name: name
+ location: location
+ tags: tags
+ properties: any({
+ retentionInDays: 30
+ features: {
+ searchVersion: 1
+ }
+ sku: {
+ name: 'PerGB2018'
+ }
+ })
+}
+
+output id string = logAnalytics.id
+output name string = logAnalytics.name
diff --git a/infra/core/security/keyvault-access.bicep b/infra/core/security/keyvault-access.bicep
new file mode 100644
index 0000000..316775f
--- /dev/null
+++ b/infra/core/security/keyvault-access.bicep
@@ -0,0 +1,22 @@
+metadata description = 'Assigns an Azure Key Vault access policy.'
+param name string = 'add'
+
+param keyVaultName string
+param permissions object = { secrets: [ 'get', 'list' ] }
+param principalId string
+
+resource keyVaultAccessPolicies 'Microsoft.KeyVault/vaults/accessPolicies@2022-07-01' = {
+ parent: keyVault
+ name: name
+ properties: {
+ accessPolicies: [ {
+ objectId: principalId
+ tenantId: subscription().tenantId
+ permissions: permissions
+ } ]
+ }
+}
+
+resource keyVault 'Microsoft.KeyVault/vaults@2022-07-01' existing = {
+ name: keyVaultName
+}
diff --git a/infra/core/security/keyvault.bicep b/infra/core/security/keyvault.bicep
new file mode 100644
index 0000000..314a1db
--- /dev/null
+++ b/infra/core/security/keyvault.bicep
@@ -0,0 +1,26 @@
+metadata description = 'Creates an Azure Key Vault.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+param principalId string = ''
+
+resource keyVault 'Microsoft.KeyVault/vaults@2022-07-01' = {
+ name: name
+ location: location
+ tags: tags
+ properties: {
+ tenantId: subscription().tenantId
+ sku: { family: 'A', name: 'standard' }
+ accessPolicies: !empty(principalId) ? [
+ {
+ objectId: principalId
+ permissions: { secrets: [ 'get', 'list' ] }
+ tenantId: subscription().tenantId
+ }
+ ] : []
+ }
+}
+
+output endpoint string = keyVault.properties.vaultUri
+output name string = keyVault.name
diff --git a/infra/core/security/role.bicep b/infra/core/security/role.bicep
new file mode 100644
index 0000000..0b30cfd
--- /dev/null
+++ b/infra/core/security/role.bicep
@@ -0,0 +1,21 @@
+metadata description = 'Creates a role assignment for a service principal.'
+param principalId string
+
+@allowed([
+ 'Device'
+ 'ForeignGroup'
+ 'Group'
+ 'ServicePrincipal'
+ 'User'
+])
+param principalType string = 'ServicePrincipal'
+param roleDefinitionId string
+
+resource role 'Microsoft.Authorization/roleAssignments@2022-04-01' = {
+ name: guid(subscription().id, resourceGroup().id, principalId, roleDefinitionId)
+ properties: {
+ principalId: principalId
+ principalType: principalType
+ roleDefinitionId: resourceId('Microsoft.Authorization/roleDefinitions', roleDefinitionId)
+ }
+}
diff --git a/infra/core/storage/storage-account.bicep b/infra/core/storage/storage-account.bicep
new file mode 100644
index 0000000..4b6febb
--- /dev/null
+++ b/infra/core/storage/storage-account.bicep
@@ -0,0 +1,64 @@
+metadata description = 'Creates an Azure storage account.'
+param name string
+param location string = resourceGroup().location
+param tags object = {}
+
+@allowed([
+ 'Cool'
+ 'Hot'
+ 'Premium' ])
+param accessTier string = 'Hot'
+param allowBlobPublicAccess bool = true
+param allowCrossTenantReplication bool = true
+param allowSharedKeyAccess bool = true
+param containers array = []
+param defaultToOAuthAuthentication bool = false
+param deleteRetentionPolicy object = {}
+@allowed([ 'AzureDnsZone', 'Standard' ])
+param dnsEndpointType string = 'Standard'
+param kind string = 'StorageV2'
+param minimumTlsVersion string = 'TLS1_2'
+param supportsHttpsTrafficOnly bool = true
+param networkAcls object = {
+ bypass: 'AzureServices'
+ defaultAction: 'Allow'
+}
+@allowed([ 'Enabled', 'Disabled' ])
+param publicNetworkAccess string = 'Enabled'
+param sku object = { name: 'Standard_LRS' }
+
+resource storage 'Microsoft.Storage/storageAccounts@2022-05-01' = {
+ name: name
+ location: location
+ tags: tags
+ kind: kind
+ sku: sku
+ properties: {
+ accessTier: accessTier
+ allowBlobPublicAccess: allowBlobPublicAccess
+ allowCrossTenantReplication: allowCrossTenantReplication
+ allowSharedKeyAccess: allowSharedKeyAccess
+ defaultToOAuthAuthentication: defaultToOAuthAuthentication
+ dnsEndpointType: dnsEndpointType
+ minimumTlsVersion: minimumTlsVersion
+ networkAcls: networkAcls
+ publicNetworkAccess: publicNetworkAccess
+ supportsHttpsTrafficOnly: supportsHttpsTrafficOnly
+ }
+
+ resource blobServices 'blobServices' = if (!empty(containers)) {
+ name: 'default'
+ properties: {
+ deleteRetentionPolicy: deleteRetentionPolicy
+ }
+ resource container 'containers' = [for container in containers: {
+ name: container.name
+ properties: {
+ publicAccess: contains(container, 'publicAccess') ? container.publicAccess : 'None'
+ }
+ }]
+ }
+}
+
+output name string = storage.name
+output primaryEndpoints object = storage.properties.primaryEndpoints
diff --git a/infra/main.bicep b/infra/main.bicep
new file mode 100644
index 0000000..6284d35
--- /dev/null
+++ b/infra/main.bicep
@@ -0,0 +1,224 @@
+targetScope = 'subscription'
+
+@minLength(1)
+@maxLength(64)
+@description('Name of the the environment which is used to generate a short unique hash used in all resources.')
+param environmentName string
+
+@minLength(1)
+@description('Primary location for all resources')
+param location string
+
+// Identity
+@description('Id of the user or app to assign application roles')
+param principalId string
+
+// OpenAI
+param openAIServiceName string = ''
+param openAISkuName string = 'S0'
+param embeddingDeploymentName string = 'embeddings'
+param gptDeploymentName string = 'gpt'
+
+// Azure SQL
+@secure()
+@description('SQL Server administrator password')
+param sqlAdminPassword string
+@secure()
+@description('Application user password')
+param appUserPassword string
+param dbServiceName string = ''
+param dbName string = 'session_recommender_v2'
+
+param keyVaultName string = ''
+
+param storageAccountName string = ''
+
+param functionAppName string = ''
+
+param hostingPlanName string = ''
+param staticWebAppName string = ''
+
+param applicationInsightsName string = ''
+
+param logAnalyticsName string = ''
+
+@description('Flag to Use keyvault to store and use keys')
+param useKeyVault bool = true
+
+var abbrs = loadJsonContent('./abbreviations.json')
+var resourceToken = toLower(uniqueString(subscription().id, environmentName, location))
+var tags = { 'azd-env-name': environmentName }
+var rgName = 'rg-${environmentName}'
+
+// Organize resources in a resource group
+resource rg 'Microsoft.Resources/resourceGroups@2021-04-01' = {
+ name: rgName
+ location: location
+ tags: tags
+}
+
+module openAI 'app/openai.bicep' = {
+ name: 'openai'
+ scope: rg
+ params: {
+ name: !empty(openAIServiceName) ? openAIServiceName : '${abbrs.cognitiveServicesAccounts}${resourceToken}'
+ location: location
+ tags: tags
+ sku: {
+ name: openAISkuName
+ }
+ deployments: [
+ {
+ name: embeddingDeploymentName
+ model: {
+ format: 'OpenAI'
+ name: 'text-embedding-ada-002'
+ version: '2'
+ }
+ capacity: 30
+ }
+ {
+ name: gptDeploymentName
+ model: {
+ format: 'OpenAI'
+ name: 'gpt-35-turbo'
+ version: '0613'
+ }
+ capacity: 120
+ }
+ ]
+ keyVaultName: keyVault.outputs.name
+ useKeyVault: useKeyVault
+ }
+}
+
+module database 'app/sqlserver.bicep' = {
+ name: 'database'
+ scope: rg
+ params: {
+ tags: tags
+ location: location
+ appUserPassword: appUserPassword
+ sqlAdminPassword: sqlAdminPassword
+ databaseName: dbName
+ name: !empty(dbServiceName) ? dbServiceName : '${abbrs.sqlServers}catalog-${resourceToken}'
+ openAIEndpoint: openAI.outputs.endpoint
+ openAIServiceName: openAI.outputs.name
+ openAIDeploymentName: embeddingDeploymentName
+ principalId: principalId
+ }
+}
+
+module keyVault 'core/security/keyvault.bicep' = {
+ name: 'keyvault'
+ scope: rg
+ params: {
+ name: !empty(keyVaultName) ? keyVaultName : '${abbrs.keyVaultVaults}${resourceToken}'
+ location: location
+ tags: tags
+ principalId: principalId
+ }
+}
+
+module hostingPlan 'core/host/appserviceplan.bicep' = {
+ name: 'hostingPlan'
+ scope: rg
+ params: {
+ tags: tags
+ location: location
+ name: !empty(hostingPlanName) ? hostingPlanName : '${abbrs.webServerFarms}${resourceToken}'
+ sku: {
+ name: 'Y1'
+ tier: 'Dynamic'
+ }
+ kind: 'linux'
+ }
+}
+
+module logAnalytics 'core/monitor/loganalytics.bicep' ={
+ name: 'logAnalytics'
+ scope: rg
+ params: {
+ name: !empty(logAnalyticsName) ? logAnalyticsName : '${abbrs.insightsComponents}${resourceToken}'
+ location: location
+ }
+}
+
+module applicationInsights 'core/monitor/applicationinsights.bicep' = {
+ name: 'monitoring'
+ scope: rg
+ params: {
+ location: location
+ tags: tags
+ name: !empty(applicationInsightsName) ? applicationInsightsName : '${abbrs.insightsComponents}${resourceToken}'
+ logAnalyticsWorkspaceId: logAnalytics.outputs.id
+ }
+}
+
+module functionApp 'app/functions.bicep' = {
+ name: 'function'
+ scope: rg
+ params: {
+ tags: union(tags, { 'azd-service-name': 'functionapp' })
+ location: location
+ storageAccountName: storageAccount.outputs.name
+ openAIKeyName: useKeyVault ? openAI.outputs.openAIKeyName : ''
+ functionAppName: !empty(functionAppName) ? functionAppName : '${abbrs.webSitesFunctions}${resourceToken}'
+ hostingPlanId: hostingPlan.outputs.id
+ sqlConnectionString: '${database.outputs.connectionString}; Password=${appUserPassword}'
+ openAIEmebddingDeploymentName: embeddingDeploymentName
+ openAIGPTDeploymentName: gptDeploymentName
+ openAIEndpoint: openAI.outputs.endpoint
+ keyVaultName: keyVault.outputs.name
+ applicationInsightsConnectionString: applicationInsights.outputs.connectionString
+ useKeyVault: useKeyVault
+ openAIName: openAI.outputs.name
+ keyVaultEndpoint: keyVault.outputs.endpoint
+ }
+}
+
+module storageAccount 'core/storage/storage-account.bicep' = {
+ name: 'storage'
+ scope: rg
+ params: {
+ tags: tags
+ name: !empty(storageAccountName) ? storageAccountName : '${abbrs.storageStorageAccounts}${resourceToken}'
+ location: location
+ }
+}
+
+module funcaccess './core/security/keyvault-access.bicep' = if (useKeyVault) {
+ name: 'web-keyvault-access'
+ scope: rg
+ params: {
+ keyVaultName: keyVault.outputs.name
+ principalId: functionApp.outputs.identityPrincipalId
+ }
+}
+
+module web 'app/staticwebapp.bicep' = {
+ name: 'web'
+ scope: rg
+ params: {
+ name: !empty(staticWebAppName) ? staticWebAppName : '${abbrs.webStaticSites}${resourceToken}'
+ location: location
+ tags: union(tags, { 'azd-service-name': 'web' })
+ sqlConnectionString: '${database.outputs.connectionString}; Password=${appUserPassword}'
+ sqlServerId: database.outputs.id
+ sqlServerLocation: location
+ apiResourceId: functionApp.outputs.functionAppResourceId
+ }
+}
+
+output AZURE_SQL_SQLSERVICE_CONNECTION_STRING_KEY string = database.outputs.connectionStringKey
+output AZURE_FUNCTIONAPP_NAME string = functionApp.outputs.name
+output AZURE_FUNCTIONAPP_ID string = functionApp.outputs.functionAppResourceId
+output AZURE_KEY_VAULT_ENDPOINT string = keyVault.outputs.endpoint
+output AZURE_KEY_VALUT_NAME string = keyVault.outputs.name
+output AZURE_LOCATION string = location
+output AZURE_TENANT_ID string = tenant().tenantId
+output APPLICATIONINSIGHTS_CONNECTION_STRING string = applicationInsights.outputs.connectionString
+output AZURE_STORAGE_NAME string = storageAccount.outputs.name
+output AZURE_STATIC_WEB_URL string = web.outputs.uri
+output LOG_ANALYTICS_ID string = logAnalytics.outputs.id
+output USE_KEY_VAULT bool = useKeyVault
diff --git a/infra/main.parameters.json b/infra/main.parameters.json
new file mode 100644
index 0000000..f82b5e1
--- /dev/null
+++ b/infra/main.parameters.json
@@ -0,0 +1,24 @@
+{
+ "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentParameters.json#",
+ "contentVersion": "1.0.0.0",
+ "parameters": {
+ "location": {
+ "value": "${AZURE_LOCATION}"
+ },
+ "environmentName": {
+ "value": "${AZURE_ENV_NAME}"
+ },
+ "principalId": {
+ "value": "${AZURE_PRINCIPAL_ID}"
+ },
+ "sqlAdminPassword": {
+ "value": "$(secretOrRandomPassword ${AZURE_KEY_VAULT_NAME} sqlAdminPassword)"
+ },
+ "appUserPassword": {
+ "value": "$(secretOrRandomPassword ${AZURE_KEY_VAULT_NAME} appUserPassword)"
+ },
+ "useKeyVault": {
+ "value": "${USE_KEY_VAULT=true}"
+ }
+ }
+}
\ No newline at end of file
diff --git a/swa-cli.config.json b/swa-cli.config.json
new file mode 100644
index 0000000..aafbc9f
--- /dev/null
+++ b/swa-cli.config.json
@@ -0,0 +1,11 @@
+{
+ "$schema": "https://aka.ms/azure/static-web-apps-cli/schema",
+ "configurations": {
+ "client": {
+ "appLocation": "client",
+ "outputLocation": "dist",
+ "appBuildCommand": "npm run build",
+ "run": "npm run dev"
+ }
+ }
+}
diff --git a/swa-db-connections/staticwebapp.database.config.json b/swa-db-connections/staticwebapp.database.config.json
new file mode 100644
index 0000000..2389f09
--- /dev/null
+++ b/swa-db-connections/staticwebapp.database.config.json
@@ -0,0 +1,131 @@
+{
+ "$schema": "https://github.com/Azure/data-api-builder/releases/download/v0.9.7/dab.draft.schema.json",
+ "data-source": {
+ "database-type": "mssql",
+ "connection-string": "@env('MSSQL')",
+ "options": {
+ "set-session-context": false
+ }
+ },
+ "runtime": {
+ "rest": {
+ "enabled": true,
+ "path": "/rest",
+ "request-body-strict": true
+ },
+ "graphql": {
+ "enabled": true,
+ "path": "/graphql",
+ "allow-introspection": true
+ },
+ "host": {
+ "cors": {
+ "origins": [
+ "*"
+ ],
+ "allow-credentials": false
+ },
+ "authentication": {
+ "provider": "StaticWebApps"
+ },
+ "mode": "development"
+ }
+ },
+ "entities": {
+ "FindRelatedSessions": {
+ "source": {
+ "object": "web.find_sessions",
+ "type": "stored-procedure",
+ "parameters": {
+ "text": "",
+ "top": 10,
+ "min_similarity": 0.75
+ }
+ },
+ "graphql": {
+ "enabled": false,
+ "operation": "query"
+ },
+ "rest": {
+ "enabled": true,
+ "path": "/find",
+ "methods": [
+ "post"
+ ]
+ },
+ "permissions": [
+ {
+ "role": "anonymous",
+ "actions": [
+ {
+ "action": "execute"
+ }
+ ]
+ }
+ ]
+ },
+ "GetSessionsCount": {
+ "source": {
+ "object": "web.get_sessions_count",
+ "type": "stored-procedure"
+ },
+ "graphql": {
+ "enabled": false,
+ "operation": "query"
+ },
+ "rest": {
+ "enabled": true,
+ "path": "/sessions-count",
+ "methods": [
+ "get"
+ ]
+ },
+ "permissions": [
+ {
+ "role": "anonymous",
+ "actions": [
+ {
+ "action": "execute"
+ }
+ ]
+ }
+ ]
+ },
+ "Session": {
+ "source": {
+ "object": "web.sessions",
+ "type": "table"
+ },
+ "graphql": {
+ "enabled": true,
+ "type": {
+ "singular": "Session",
+ "plural": "Sessions"
+ }
+ },
+ "rest": {
+ "enabled": true,
+ "path": "/sessions"
+ },
+ "permissions": [
+ {
+ "role": "anonymous",
+ "actions": [
+ {
+ "action": "read"
+ }
+ ]
+ },
+ {
+ "role": "authenticated",
+ "actions": [
+ {
+ "action": "*"
+ }
+ ]
+ }
+
+ ]
+ }
+ }
+}
\ No newline at end of file