AI szopás
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@ -15,9 +15,11 @@ using Nop.Web.Framework;
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using Nop.Web.Framework.Mvc.Filters;
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using System.Text;
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using System.Text.Json;
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//using AutoGen.Core;
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using AyCode.Core.Consts;
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using UglyToad.PdfPig.DocumentLayoutAnalysis.TextExtractor;
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using AyCode.Core.Extensions;
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//using AutoGen.Gemini;
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namespace Nop.Plugin.Misc.FruitBankPlugin.Areas.Admin.Controllers
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{
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@ -309,8 +311,8 @@ namespace Nop.Plugin.Misc.FruitBankPlugin.Areas.Admin.Controllers
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try
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{
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// ✅ Use the service we implemented earlier
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//pdfText = await _openAIApiService.AnalyzePdfAsync(stream, currentFile.FileName, "Please extract all readable text from this PDF.");
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pdfText = await _openAIApiService.AnalyzePdfAsync(stream, currentFile.FileName, DefaultFullPrompt);
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pdfText = await _openAIApiService.AnalyzePdfAsync(stream, currentFile.FileName, "Please extract all readable text from this PDF.");
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//pdfText = await _openAIApiService.AnalyzePdfAsync(stream, currentFile.FileName, DefaultFullPrompt);
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}
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catch (Exception aiEx)
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{
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@ -365,35 +367,87 @@ namespace Nop.Plugin.Misc.FruitBankPlugin.Areas.Admin.Controllers
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shippingDocumentAnalysisResult = await ProcessRawText(shippingDocumentId, partnerId, pdfText, shippingDocumentAnalysisResult, filesList, dbFile);
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await SaveDocumentToFileSystem(currentFile, shippingDocumentId, $"{Guid.NewGuid()}_{currentFile.FileName}");//shippingDocumentAnalysisResult.Partner.Name);
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//Ez rész a catch végéig nekem teszt! - J
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//try
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//{
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// responseRawPdfTexts += $"{AcEnv.NL}{AcEnv.NL}{currentFile.Name}:{AcEnv.NL}{pdfText}";
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return Ok($"Files for Shipping Document ID {shippingDocumentId} were uploaded successfully!{AcEnv.NL}{AcEnv.NL}{responseRawPdfTexts}");
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// var transactionSuccess = await SaveFileInfoToDb(shippingDocumentId, shippingDocumentAnalysisResult, filesList, dbFile, pdfText);
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// if (!transactionSuccess)
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// {
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// _logger.Error($"(transactionSuccess == false)");
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// return BadRequest($"Error saving file! RawText:{AcEnv.NL}{pdfText}");
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// }
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//Ez rész a catch végéig nekem teszt! - J.
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try
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{
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//responseRawPdfTexts += $"{AcEnv.NL}{AcEnv.NL}{currentFile.Name}:{AcEnv.NL}{pdfText}";
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// if (await SaveDocumentToFileSystem(currentFile, shippingDocumentId, $"{Guid.NewGuid()}_{currentFile.FileName}"))
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// {
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// //var partnerResponse = await _aiCalculationService.GetOpenAIPDFAnalysisFromText(
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// // pdfText,
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// // $"{DefaultFullPrompt}"
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// //);
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var transactionSuccess = await SaveFileInfoToDb(shippingDocumentId, shippingDocumentAnalysisResult, filesList, dbFile, pdfText);
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if (!transactionSuccess)
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{
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_logger.Error($"(transactionSuccess == false)");
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return BadRequest($"Error saving file! RawText:{AcEnv.NL}{pdfText}");
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}
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// //responseRawPdfTexts += $"{AcEnv.NL}{AcEnv.NL}{AcEnv.NL}Response json:{AcEnv.NL}{partnerResponse}";
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// }
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// //return Ok(shippingDocumentAnalysisResult);
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//}
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//catch (Exception ex)
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//{
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// _logger.Error($"Error saving file: {ex.Message}", ex);
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// //return Json(new { success = false, errorMessage = ex.Message });
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// return BadRequest("No files were uploaded.");
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//}
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if (await SaveDocumentToFileSystem(currentFile, shippingDocumentId, $"{Guid.NewGuid()}_{currentFile.FileName}"))
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{
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await using var stream = currentFile.OpenReadStream();
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try
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{
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await _openAIApiService.CleanupAllVectorStoresAsync();
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await _openAIApiService.CleanupAllAssistantsAsync();
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pdfText = await _openAIApiService.AnalyzePdfAsync(stream, currentFile.FileName, "nyerd ki az összes adatot könnyen értelmezhető .txt formátumba!");
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var projectID = "864202751803"; //"AIzaSyBAk5dyHnFrt8Upvqb2ICZmxws0Cf1de9M";//Environment.GetEnvironmentVariable("AIzaSyBAk5dyHnFrt8Upvqb2ICZmxws0Cf1de9M");
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var apiKey = "AIzaSyBAk5dyHnFrt8Upvqb2ICZmxws0Cf1de9M";
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if (projectID is not null)
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{
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//var geminiAgent = new GeminiChatAgent(
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// name: "gemini",
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// model: "gemini-2.5-flash",
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// //location: "us-east4",
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// //project: projectID,
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// apiKey: apiKey,
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// systemMessage: "Fruitbank egy zöldséges nagyker, ahol a bejövő szállítmányokat kezelik.")
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// .RegisterMessageConnector()
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// .RegisterPrintMessage();
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////var imagePath = Path.Combine("resource", "images", "background.png");
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////var image = await File.ReadAllBytesAsync(imagePath);
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//var imageMessage = new ImageMessage(Role.User, BinaryData.FromStream(stream, "application/pdf"));
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//var reply = await geminiAgent.SendAsync(DefaultFullPrompt, [imageMessage]);
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//pdfText = reply.From;
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//pdfText = "Feladó (Expediteur): Victor i Merce, S.L., Mercabarna, Pab.F-6035-6036, 08040 Barcelona, Spanyolország, CIF: ESB61478095.\r\n- Szállítmányozó (Transporteur): FRUIT BANK KFT, Rippl-Rónai utca 18, 1068 Budapest, Magyarország, CIF: HU14902170.\r\n- Címzett (Destinataire): FRUIT BANK KFT, Rippl-Rónai utca 18, 1068 Budapest, Magyarország, CIF: HU14902170.\r\n- Szállítás helye és ideje (Lugar y fecha de carga): 08040 Barcelona, Barcelona (Spanyolország), 2025. október 30.\r\n- Áru részletei (Mercancia): 140 TTE.MADURO G, összesen 840,00 kg bruttó tömeg.\r\n- Szállítás kifizetése a célállomáson (Transporte a payer par): TRANSPORTE A PAGAR EN DESTINO.\r\n\r\n\r\n\r\n";
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responseRawPdfTexts += $"{AcEnv.NL}{AcEnv.NL}{currentFile.Name}:{AcEnv.NL}{pdfText}";
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//pdfText = await _openAIApiService.GetSimpleResponseAsync("You are an assistant of FRUITBANK that extracts data from text. The user provides a text, and asks you questions about it. You extract the information without futher explanation.",
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pdfText = await _openAIApiService.GetSimpleResponseAsync(DefaultFullPrompt, pdfText);
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responseRawPdfTexts += $"{AcEnv.NL}{AcEnv.NL}{currentFile.Name}:{AcEnv.NL}{pdfText}";
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}
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else
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{
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Console.WriteLine("Please set GCP_VERTEX_PROJECT_ID environment variable.");
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}
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}
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catch (Exception aiEx)
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{
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Console.Error.WriteLine($"OpenAI Assistants API failed: {aiEx.Message}");
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return StatusCode(500, $"Failed to process PDF: {aiEx.Message}");
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}
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//var partnerResponse = await _aiCalculationService.GetOpenAIPDFAnalysisFromText(
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// pdfText,
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// $"{DefaultFullPrompt}"
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//);
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//responseRawPdfTexts += $"{AcEnv.NL}{AcEnv.NL}{AcEnv.NL}Response json:{AcEnv.NL}{partnerResponse}";
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}
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//return Ok(shippingDocumentAnalysisResult);
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}
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catch (Exception ex)
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{
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_logger.Error($"Error saving file: {ex.Message}", ex);
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//return Json(new { success = false, errorMessage = ex.Message });
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return BadRequest("No files were uploaded.");
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}
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}
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//iteration 2: iterate documents again
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@ -945,9 +999,9 @@ namespace Nop.Plugin.Misc.FruitBankPlugin.Areas.Admin.Controllers
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}
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private const string DefaultFullPrompt = $"Role:\r\nYou are an AI data extraction assistant for Fruitbank, a " +
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$"fruit and vegetable wholesale company. Your task is to analyze a list of extracted pdf " +
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$"documents (delivery notes, invoices, or order confirmations) and extract structured information about " +
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$"the shipment and its items.\r\n\r\n🎯 Goal:\r\nRead the provided extracted pdf text and extract all shipment " +
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$"fruit and vegetable wholesale company. Your task is to analyze a " +
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$"provided text (delivery notes, invoices, or order confirmations) and extract structured information about " +
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$"the shipment and its items.\r\n\r\n🎯 Goal:\r\nRead the provided text and extract all shipment " +
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$"details and items according to the data model below.\r\n Generate the complete JSON output following this " +
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$"structure.\r\n\r\n🧩 Data Models:\r\n\r\npublic " +
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$"class Partner\r\n{{\r\n " +
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@ -1005,7 +1059,7 @@ namespace Nop.Plugin.Misc.FruitBankPlugin.Areas.Admin.Controllers
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$"(e.g. sequential: 1, 2, 3…).\r\n\r\n- When a field is missing or unclear, return it as an empty " +
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$"string or 0 (depending on type).\r\nDo not omit any fields.\r\n\r\n- " +
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$"All dates must be in ISO 8601 format (yyyy-MM-dd).\r\n\r\n🧭 Instructions to the AI\r\n" +
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$"1. Analyze the provided PDF files one by one carefully.\r\n" +
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$"1. Analyze the provided text one by one carefully.\r\n" +
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$"2. Identify the Partner/Company details, " +
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$"document identifiers, and each shipment item.\r\n" +
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$"3. FruitBank is not a partner! Always look for THE OTHER partner on the document. \r\n " +
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@ -1016,7 +1070,83 @@ namespace Nop.Plugin.Misc.FruitBankPlugin.Areas.Admin.Controllers
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$"és a zöldség vagy gyümölcs nevét fordítsd le magyarra!\r\n" +
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$"7. A ShippingDocument-et tedd bele a Partner entitásba!\r\n" +
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$"8. ShippingItem-eket tedd bele a ShippingDocument-be!\r\n" +
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$"9. Do not assume or modify any data, if you don't find a value, return null, if you find a value, keep it unmodified.";
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$"9. Do not assume or modify any data, if you don't find a value, return null, if you find a value, keep it unmodified.\r\n" +
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$"10. Magyarázat nélkül válaszolj!";
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//+ $"\r\n\r\n" + $"***POVIDED TEXT***:";
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//private const string DefaultFullPrompt = $"Role:\r\nYou are an AI data extraction assistant for Fruitbank, a " +
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// $"fruit and vegetable wholesale company. Your task is to analyze a list of extracted pdf " +
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// $"documents (delivery notes, invoices, or order confirmations) and extract structured information about " +
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// $"the shipment and its items.\r\n\r\n🎯 Goal:\r\nRead the provided extracted pdf text and extract all shipment " +
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// $"details and items according to the data model below.\r\n Generate the complete JSON output following this " +
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// $"structure.\r\n\r\n🧩 Data Models:\r\n\r\npublic " +
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// $"class Partner\r\n{{\r\n " +
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// $"/// <summary>\r\n /// Partner entity primary key\r\n /// </summary>\r\n " +
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// $"public int Id {{ get; set; }}\r\n " +
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// $"/// <summary>\r\n /// Partner company name\r\n /// </summary>\r\n " +
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// $"public string Name {{ get; set; }}\r\n " +
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// $"/// <summary>\r\n /// Partner company TaxId\r\n /// </summary>\r\n " +
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// $"public string TaxId {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Partner company Certification if exists\r\n /// </summary>\r\n " +
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// $"public string CertificationNumber {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Partner company address PostalCode\r\n /// </summary>\r\n " +
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// $"public string PostalCode {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Partner company address Country\r\n /// </summary>\r\n " +
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// $"public string Country {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Partner company address State if exists\r\n /// </summary>\r\n " +
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// $"public string State {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Partner company address County if exists\r\n /// </summary>\r\n " +
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// $"public string County {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Partner company address City\r\n /// </summary>\r\n " +
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// $"public string City {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Partner company address Street\r\n /// </summary>\r\n " +
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// $"public string Street {{ get; set; }}\r\n\t/// <summary>\r\n " +
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// $"/// Entities of ShippingDocument\r\n /// </summary>\r\n\tpublic List<ShippingDocument> " +
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// $"ShippingDocuments {{ get; set; }}\t\r\n}}\r\n\r\npublic class ShippingDocument\r\n{{\r\n " +
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// $"/// <summary>\r\n /// ShippingItem entity primary key\r\n /// </summary>\r\n " +
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// $"public int Id {{ get; set; }}\r\n /// <summary>\r\n /// Partner entity primary key\r\n " +
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// $"/// </summary>\r\n public int PartnerId {{ get; set; }}\t\r\n\t/// <summary>\r\n " +
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// $"/// Entities of ShippingItem\r\n /// </summary>\r\n\t" +
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// $"public List<ShippingItem> ShippingItems {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// DocumentIdNumber if exists\r\n /// </summary>\r\n public string DocumentIdNumber {{ get; set; }}\r\n " +
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// $"/// <summary>\r\n /// \r\n /// </summary>\r\n public DateTime ShippingDate {{ get; set; }}\r\n " +
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// $"/// <summary>\r\n /// Shipping pickup Contry of origin\r\n /// </summary>\r\n " +
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// $"public string Country {{ get; set; }}\r\n\t/// <summary>\r\n /// Sum of ShippingItem pallets\r\n " +
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// $"/// </summary>\r\n public int TotalPallets {{ get; set; }}\r\n\t/// <summary>\r\n " +
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// $"/// Filename of pdf\r\n /// </summary>\r\n\tpublic string PdfFileName {{ get; set; }}\r\n}}\r\n\r\n" +
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// $"public class ShippingItem\r\n{{\r\n /// <summary>\r\n /// ShippingItem entity primary key\r\n /// " +
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// $"</summary>\r\n public int Id {{ get; set; }}\r\n /// <summary>\r\n /// " +
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// $"ShippingDocument entity primary key\r\n /// </summary>\r\n " +
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// $"public int ShippingDocumentId {{ get; set; }}\r\n /// " +
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// $"<summary>\r\n /// Name of the fruit or vegitable\r\n /// </summary>\r\n " +
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// $"public string Name {{ get; set; }}\r\n\t/// <summary>\r\n /// Translated Name to Hungarian\r\n " +
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// $"/// </summary>\r\n public string HungarianName {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Pallets of fruit or vegitable item\r\n /// </summary>\r\n " +
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// $"public int PalletsOnDocument {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Quantity of fruit or vegitable item\r\n /// </summary>\r\n " +
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// $"public int QuantityOnDocument {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Net weight in kg. of fruit or vegitable item\r\n /// </summary>\r\n " +
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// $"public double NetWeightOnDocument {{ get; set; }}\r\n /// <summary>\r\n " +
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// $"/// Gross weight in kg. of fruit or vegitable item\r\n /// </summary>\r\n " +
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// $"public double GrossWeightOnDocument {{ get; set; }}\r\n}}\r\n\r\n🧾 Output Requirements\r\n- " +
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// $"Output must be a single valid JSON object containing:\r\n- One Partner object\r\n- " +
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// $"One ShippingDocument object\r\n- A list of all related ShippingItem objects\r\n\r\n- " +
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// $"Primary keys (Partner.Id, ShippingDocument.Id, ShippingItem.Id) should be auto-generated integers " +
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// $"(e.g. sequential: 1, 2, 3…).\r\n\r\n- When a field is missing or unclear, return it as an empty " +
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// $"string or 0 (depending on type).\r\nDo not omit any fields.\r\n\r\n- " +
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// $"All dates must be in ISO 8601 format (yyyy-MM-dd).\r\n\r\n🧭 Instructions to the AI\r\n" +
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// $"1. Analyze the provided PDF files one by one carefully.\r\n" +
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// $"2. Identify the Partner/Company details, " +
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// $"document identifiers, and each shipment item.\r\n" +
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// $"3. FruitBank is not a partner! Always look for THE OTHER partner on the document. \r\n " +
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// $"4. Generate a complete hierarchical JSON of ALL received documents in ONE JSON structure according to the " +
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// $"data model above.\r\n5. Do not include any explanations or text outside the JSON output. " +
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// $"Only return the structured JSON.\r\n" +
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// $"6. A teljes ShippingItem.Name-et tedd bele a ShippingItem.HungarianName-be " +
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// $"és a zöldség vagy gyümölcs nevét fordítsd le magyarra!\r\n" +
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// $"7. A ShippingDocument-et tedd bele a Partner entitásba!\r\n" +
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// $"8. ShippingItem-eket tedd bele a ShippingDocument-be!\r\n" +
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// $"9. Do not assume or modify any data, if you don't find a value, return null, if you find a value, keep it unmodified.";
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}
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public class UploadModel
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@ -27,10 +27,12 @@
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<PackageReference Include="Microsoft.AspNetCore.SignalR.Common" Version="9.0.10" />
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<PackageReference Include="Microsoft.AspNetCore.SignalR.Protocols.Json" Version="9.0.10" />
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<PackageReference Include="Microsoft.AspNetCore.SignalR.Protocols.NewtonsoftJson" Version="9.0.10" />
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<PackageReference Include="Microsoft.EntityFrameworkCore" Version="9.0.10" />
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<!--<PackageReference Include="Microsoft.EntityFrameworkCore" Version="9.0.10" />-->
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<PackageReference Include="PdfPig" Version="0.1.11" />
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<PackageReference Include="PdfPig.Rendering.Skia" Version="0.1.11.5" />
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<PackageReference Include="SendGrid" Version="9.29.3" />
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<PackageReference Include="System.Memory.Data" Version="9.0.10" />
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<PackageReference Include="Tesseract" Version="5.2.0" />
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<PackageReference Include="TesseractOCR" Version="5.5.1" />
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</ItemGroup>
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@ -312,6 +312,34 @@ namespace Nop.Plugin.Misc.FruitBankPlugin.Services
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_assistantId ??= await FindOrCreateAssistantAsync("PDF and Image Analyzer Assistant");
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}
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public async Task CleanupAllVectorStoresAsync()
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{
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Console.WriteLine("Cleaning up all existing vector stores...");
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var listRequest = new HttpRequestMessage(HttpMethod.Get, $"{BaseUrl}/vector_stores");
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listRequest.Headers.Add("OpenAI-Beta", "assistants=v2");
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var response = await _httpClient.SendAsync(listRequest);
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if (response.IsSuccessStatusCode)
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{
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using var json = await JsonDocument.ParseAsync(await response.Content.ReadAsStreamAsync());
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var vectorStores = json.RootElement.GetProperty("data");
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foreach (var vectorStore in vectorStores.EnumerateArray())
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{
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var id = vectorStore.GetProperty("id").GetString();
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var name = vectorStore.TryGetProperty("name", out var nameElement) && nameElement.ValueKind != JsonValueKind.Null
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? nameElement.GetString()
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: "Unnamed";
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var deleteRequest = new HttpRequestMessage(HttpMethod.Delete, $"{BaseUrl}/vector_stores/{id}");
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deleteRequest.Headers.Add("OpenAI-Beta", "assistants=v2");
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await _httpClient.SendAsync(deleteRequest);
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Console.WriteLine($"Deleted vector store: {name} ({id})");
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}
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Console.WriteLine("Vector store cleanup complete!");
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}
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}
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//TEMPORARY: Cleanup all assistants (for testing purposes) - A.
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public async Task CleanupAllAssistantsAsync()
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{
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@ -347,8 +375,8 @@ namespace Nop.Plugin.Misc.FruitBankPlugin.Services
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public async Task<string?> AnalyzePdfAsync(Stream file, string fileName, string userPrompt)
|
||||
{
|
||||
|
||||
await EnsureAssistantAndVectorStoreAsync();
|
||||
|
||||
var fileId = await UploadFileAsync(file, fileName);
|
||||
var isImage = IsImageFile(fileName);
|
||||
|
||||
|
|
@ -640,7 +668,7 @@ namespace Nop.Plugin.Misc.FruitBankPlugin.Services
|
|||
var assistantBody = new
|
||||
{
|
||||
name = name,
|
||||
instructions = "You are an assistant that analyzes uploaded files. When you receive an image, analyze and describe what you see in the image in detail. When you receive a PDF or text document, use the file_search tool to find and analyze relevant information. Always respond directly to the user's question about the file they uploaded.",
|
||||
instructions = "You are an assistant that analyzes uploaded files. When you receive an image, analyze and describe what you see in the image in detail. When you receive a PDF or text document, use the file_search tool to find and analyze relevant information. Always respond directly according to the user's instructions about the current file they upload.",
|
||||
model = "gpt-4o",
|
||||
tools = new[] { new { type = "file_search" } }
|
||||
};
|
||||
|
|
|
|||
Loading…
Reference in New Issue