Add GenerateProject function and remove Function1

Removed Function1.cs and its dependencies. Updated ProcessCertPromptFile.cs for better readability. Added HTTP GET request for GenerateProject in app.http. Updated azure-project-generator.csproj with new package reference. Added GenerateProject.cs with HTTP-triggered function using CosmosDB.

Author: madebygps

azure-project-generator/Function1.cs

@@ -0,0 +1,60 @@
+using azure_project_generator.models;
+using Microsoft.AspNetCore.Http;
+using Microsoft.AspNetCore.Mvc;
+using Microsoft.Azure.Cosmos;
+using Microsoft.Azure.Functions.Worker;
+using Microsoft.Azure.Functions.Worker.Http;
+using Microsoft.Extensions.Logging;
+using OpenAI.Embeddings;
+using System.ComponentModel;
+
+namespace azure_project_generator
+{
+    public class GenerateProject
+    {
+        private readonly ILogger<GenerateProject> _logger;
+
+        public GenerateProject(ILogger<GenerateProject> logger)
+        {
+            _logger = logger;
+        }
+
+        [Function("GenerateProject")]
+        public IActionResult Run([HttpTrigger(AuthorizationLevel.Function, "get")] HttpRequest req, string certificationCode,
+
+             [CosmosDBInput(Connection = "CosmosDBConnection")] CosmosClient client)
+        {
+            _logger.LogInformation("C# HTTP trigger function processed a request.");
+
+            var query = new QueryDefinition("SELECT * FROM c WHERE c.certificationCode = @certificationCode")
+                     .WithParameter("@certificationCode", certificationCode);
+
+            var iterator = client.GetContainer("AzureCertDB", "projectpromptvectors")
+                                 .GetItemQueryIterator<CertificationProjectPromptDocument>(query);
+
+
+            CertificationProjectPromptDocument certificationProjectPromptDocument = iterator.ReadNextAsync().Result.FirstOrDefault();
+
+            float[] projectPromptVector = certificationProjectPromptDocument.ProjectPromptVector;
+            //"SELECT * FROM c WHERE c.certificationCode = {certificationCode}"
+
+
+            var queryDef = new QueryDefinition(
+      query: $"SELECT c.serviceName, VectorDistance(c.contextVector,@embedding) AS SimilarityScore FROM c ORDER BY VectorDistance(c.contextVector,@embedding)"
+      ).WithParameter("@embedding", projectPromptVector);
+
+            using FeedIterator<CertificationServiceDocument> resultSetIterator = client.GetContainer("AzureCertDB", "certvectors").GetItemQueryIterator<CertificationServiceDocument>(queryDef);
+            
+            while (resultSetIterator.HasMoreResults)
+            {
+                FeedResponse<CertificationServiceDocument> response = resultSetIterator.ReadNextAsync().Result;
+                foreach (var item in response)
+                {
+                    _logger.LogInformation(item.ServiceName);
+                }
+            }
+
+            return new OkObjectResult("Welcome to Azure Functions!");
+        }
+    }
+}

azure-project-generator/GenerateProject.cs

@@ -18,7 +18,7 @@ public ProcessCertPromptFile(ILogger<ProcessCertServiceFile> logger,
             EmbeddingClient embeddingClient,
             JsonValidationService jsonValidationService,
             ContentGenerationService contentGenerationService)
-        {
+        {                                       
             _logger = logger ?? throw new ArgumentNullException(nameof(logger));
             _embeddingClient = embeddingClient ?? throw new ArgumentNullException(nameof(embeddingClient));
             _jsonValidationService = jsonValidationService ?? throw new ArgumentNullException(nameof(jsonValidationService));

azure-project-generator/ProcessCertPromptFile.cs

@@ -1,2 +1,5 @@
 # For more info on HTTP files go to https://aka.ms/vs/httpfile
-GET http://localhost:7204/api/Function1
+GET http://localhost:7204/api/Function1
+
+### 
+GET http://localhost:7204/api/GenerateProject?certificationCode=AZ-104

azure-project-generator/app.http

@@ -19,6 +19,7 @@
     <PackageReference Include="Microsoft.Azure.Functions.Worker" Version="1.23.0" />
     <PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.CosmosDB" Version="4.10.0" />
     <PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http" Version="3.2.0" />
+    <PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" Version="1.2.1" />
     <PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Storage.Blobs" Version="6.6.0" />
     <PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" Version="1.17.4" />
     <PackageReference Include="Microsoft.ApplicationInsights.WorkerService" Version="2.22.0" />