مساعد الذكاء الاصطناعي PDF

واجهة برمجة تطبيقات Aspose.PDF AI Copilot مصممة للسماح للمستخدمين بمعالجة مستندات PDF باستخدام LLMs من مزودين مختلفين. ستساعد هذه الواجهة البرمجية المستخدمين في بناء تطبيقات الدردشة ودمج حلول PDF مع LLMs.

الميزات الرئيسية

• ملخص المستند.
• الدردشة مع المستندات.
• الحصول على الصور من المستندات وتقديم أوصاف.

أمثلة

حاليًا، تتوفر copilots التالية:

OpenAI Summary يسمح للمستخدمين بتوليد ملخصات من المستندات. يوفر وسيلة مريحة لإنشاء ملخصات من خلال تكوين خيارات مثل النموذج، ودرجة الحرارة، وعدد الرموز، وتعليمات النموذج، والمرفقات المستندية وغيرها. يمكن للcopilot توليد الملخصات بشكل غير متزامن كنصوص، ومستندات وحفظ الملخصات في تنسيقات مختلفة. يعرض الكود التجريبي المقدم إنشاء عميل OpenAI، وتكوين خيارات copilot واستخدام SummaryCopilot لتوليد وحفظ الملخصات.

.NET Core 3.1

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task GetSummary()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    // Create AI client
    using (var openAiClient = Aspose.Pdf.AI.OpenAIClient
               .CreateWithApiKey(ApiKey) // Create OpenAI client with the API key
               //.WithProject("proj_123") // Configure optional parameters
               .Build())
    {
        // Create copilot options
        var options = Aspose.Pdf.AI.OpenAISummaryCopilotOptions
            .Create() // Create options like this, or...
            //.Create(options => { options.Model = OpenAIModels.Gpt35Turbo; }) // ...create using delegate
            .WithTemperature(0.5) // Configure other optional parameters
            .WithDocument("SampleDocument.pdf"); // .WithDocument methods allows to add text, pdf and paths to documents
            //.WithDocuments(new List<Aspose.Pdf.AI.TextDocument> { new Aspose.Pdf.AI.TextDocument() }); // .WithDocuments methods allows to add text, pdf and path collections

        // Create summary copilot
        Aspose.Pdf.AI.ISummaryCopilot summaryCopilot = Aspose.Pdf.AI.AICopilotFactory.CreateSummaryCopilot(openAiClient, options);

        // Get summary text
        string summaryText = await summaryCopilot.GetSummaryAsync();

        // Get summary document
        Aspose.Pdf.Document summaryDocument = await summaryCopilot.GetSummaryDocumentAsync();

        // Get summary document with page info
        Aspose.Pdf.Document summaryDocumentWithPageInfo = await summaryCopilot.GetSummaryDocumentAsync(new Aspose.Pdf.PageInfo());

        // Save PDF document
        await summaryCopilot.SaveSummaryAsync(dataDir + "Summary_out.pdf");
    }
}

.NET 8

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task GetSummary()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    // Create AI client
    using var openAiClient = Aspose.Pdf.AI.OpenAIClient
        .CreateWithApiKey(ApiKey) // Create OpenAI client with the API key
        //.WithProject("proj_123") // Configure optional parameters
        .Build();

    // Create copilot options
    var options = Aspose.Pdf.AI.OpenAISummaryCopilotOptions
        .Create() // Create options like this, or...
        //.Create(options => { options.Model = OpenAIModels.Gpt35Turbo; }) // ...create using delegate
        .WithTemperature(0.5) // Configure other optional parameters
        .WithDocument("SampleDocument.pdf"); // .WithDocument methods allows to add text, pdf and paths to documents
        //.WithDocuments(new List<Aspose.Pdf.AI.TextDocument> { new Aspose.Pdf.AI.TextDocument() }); // .WithDocuments methods allows to add text, pdf and path collections

    // Create summary copilot
    Aspose.Pdf.AI.ISummaryCopilot summaryCopilot = Aspose.Pdf.AI.AICopilotFactory.CreateSummaryCopilot(openAiClient, options);

    // Get summary text
    string summaryText = await summaryCopilot.GetSummaryAsync();

    // Get summary document
    Aspose.Pdf.Document summaryDocument = await summaryCopilot.GetSummaryDocumentAsync();

    // Get summary document with page info
    Aspose.Pdf.Document summaryDocumentWithPageInfo = await summaryCopilot.GetSummaryDocumentAsync(new Aspose.Pdf.PageInfo());

    // Save PDF document
    await summaryCopilot.SaveSummaryAsync(dataDir + "Summary_out.pdf");
}

OpenAI Chat هو AI copilot مصمم للتفاعل بالدردشة مع المستندات. يسهل توليد ردود على استفسارات المستخدم وإدارة السياق. يمكن للمستخدمين تكوين خيارات copilot، مثل النموذج، ودرجة الحرارة، وعدد الرموز، وتعليمات النموذج، والمرفقات المستندية وغيرها. يمكن للcopilot تقديم ردود على استفسارات فردية أو متعددة، وحفظ الردود في تنسيقات مختلفة، وحفظ وحذف السياق.

يعرض الكود المقدم إنشاء عميل OpenAI، وتكوين خيارات ChatCopilot واستخدام ChatCopilot للتفاعل مع استفسارات المستخدم وإدارة السياق.

.NET Core 3.1

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task ChatWithDocument()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    // Create AI client
    using (var openAiClient = Aspose.Pdf.AI.OpenAIClient
                .CreateWithApiKey(ApiKey) // Create OpenAI client with the API key
                //.WithProject("proj_123") // Configure optional parameters
                //.WithOrganization("org_123")
                .Build()) // Build
    {
        // Create copilot options
        var options = Aspose.Pdf.AI.OpenAIChatCopilotOptions
            .Create() // Create options like this, or...
            //.Create(options => { options.Model = OpenAIModels.Gpt35Turbo; }) // ...create using delegate
            .WithModel(Aspose.Pdf.AI.OpenAIModels.Gpt35Turbo) // Configure other optional parameters
            .WithTemperature(0.5)
            .WithTopP(1)
            //.WithContextBackupJsonPath("ContextBackup.json") // Supply context backup to resume the conversation session
            //.WithRestoreContextFromBackup(true) // If set to true, the context will be restored
            .WithDocument(dataDir + "SampleDocument.pdf"); // Attach documents using .WithDocument(s) methods allows to add text, pdf and paths to documents

        // Create summary copilot
        Aspose.Pdf.AI.IChatCopilot chatCopilot = Aspose.Pdf.AI.AICopilotFactory.CreateChatCopilot(openAiClient, options);

        // Get response on a user query
        string copilotResponse1 = await chatCopilot.GetResponseAsync("Summarize this document.");

        // Get response on a list of queries
        string copilotResponse2 = await chatCopilot.GetResponseAsync(new List<string>
        {
            "What is the subject of this document?",
            "How many words in it?"
        });

        // Save PDF document
        await chatCopilot.SaveResponseAsync("Summarize this document.", dataDir + "ResponseDocument1_out.pdf");

        // Save PDF document
        await chatCopilot.SaveResponseAsync(new List<string>
            {
                "What is the subject of this document?",
                "How many words in it?"
            },
            dataDir + "ResponseDocument2_out.pdf");

        // Save context (ids of assistant, thread, documents)
        await chatCopilot.SaveContextAsync(dataDir + "ContextBackup.json");

        // Deletes the context
        await chatCopilot.DeleteContextAsync();
    }
}

.NET 8

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task ChatWithDocument()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    // Create AI client
    using var openAiClient = Aspose.Pdf.AI.OpenAIClient
        .CreateWithApiKey(ApiKey) // Create OpenAI client with the API key
        //.WithProject("proj_123") // Configure optional parameters
        //.WithOrganization("org_123")
        .Build(); // Build

    // Create copilot options
    var options = Aspose.Pdf.AI.OpenAIChatCopilotOptions
        .Create() // Create options like this, or...
        //.Create(options => { options.Model = OpenAIModels.Gpt35Turbo; }) // ...create using delegate
        .WithModel(Aspose.Pdf.AI.OpenAIModels.Gpt35Turbo) // Configure other optional parameters
        .WithTemperature(0.5)
        .WithTopP(1)
        //.WithContextBackupJsonPath("ContextBackup.json") // Supply context backup to resume the conversation session
        //.WithRestoreContextFromBackup(true) // If set to true, the context will be restored
        .WithDocument(dataDir + "SampleDocument.pdf"); // Attach documents using .WithDocument(s) methods allows to add text, pdf and paths to documents

    // Create summary copilot
    Aspose.Pdf.AI.IChatCopilot chatCopilot = Aspose.Pdf.AI.AICopilotFactory.CreateChatCopilot(openAiClient, options);

    // Get response on a user query
    string copilotResponse1 = await chatCopilot.GetResponseAsync("Summarize this document.");

    // Get response on a list of queries
    string copilotResponse2 = await chatCopilot.GetResponseAsync(new List<string>
    {
        "What is the subject of this document?",
        "How many words in it?"
    });

    // Save summary as PDF document
    await chatCopilot.SaveResponseAsync("Summarize this document.", dataDir + "ResponseDocument1_out.pdf");

    // Save summary as PDF document
    await chatCopilot.SaveResponseAsync(new List<string>
        {
            "What is the subject of this document?",
            "How many words in it?"
        },
        dataDir + "ResponseDocument2_out.pdf");

    // Save context (ids of assistant, thread, documents)
    await chatCopilot.SaveContextAsync(dataDir +"ContextBackup.json");

    // Deletes the context
    await chatCopilot.DeleteContextAsync();
}

OpenAI Image Description هو AI copilot مصمم لتوليد أوصاف الصور للصور داخل مستندات PDF وكذلك ملفات الصور المنفصلة. يمكن للمستخدمين تكوين خيارات copilot، مثل النموذج، ودرجة الحرارة، وعدد الرموز، وتعليمات النموذج، والمرفقات المستندية وغيرها. يوفر copilot القدرة على الحصول على أوصاف الصور لجميع المستندات المرفقة دفعة واحدة.

يعرض مقتطف الكود المقدم إنشاء عميل OpenAI، وتكوين خيارات ImageDescriptionCopilot واستخدام copilot للحصول على أوصاف الصور للمستندات المرفقة. بالإضافة إلى ذلك، هناك طريقة تمديد تسمح بإضافة أوصاف الصور إلى الصور في المستندات المرفقة وحفظ مستندات جديدة في الدليل المقدم.

.NET Core 3.1

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task CreateImageDescriptions()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    // Create AI client
    using (var openAiClient = Aspose.Pdf.AI.OpenAIClient
        .CreateWithApiKey(ApiKey) // Create OpenAI client with the API key
        //.WithProject("proj_123") // Configure optional parameters
        //.WithOrganization("org_123")
        .Build()) // Build
    {
        // Create copilot options
        var options = Aspose.Pdf.AI.OpenAIImageDescriptionCopilotOptions
            .Create() // Create options like this, or...
            //.Create(options => { options.Model = OpenAIModels.Gpt4Turbo; }) // ...create using delegate
            .WithModel(Aspose.Pdf.AI.OpenAIModels.Gpt4Turbo) // The model should have vision capabilities
            .WithTemperature(0.5)
            .WithTopP(1)
            .WithDocument(new Aspose.Pdf.AI.PdfDocument // Attach documents
            {
                Name = "Another_Pdf_with_images",
                Document = new Aspose.Pdf.Document(dataDir + "Pdf_with_images.pdf")
            })
            .WithDocument(dataDir + "Mona_liza.jpg"); // Attach images
            //.WithDocument("Pdf_with_images.pdf"); // Attach document paths

        // Create copilot
        var copilot = Aspose.Pdf.AI.AICopilotFactory.CreateImageDescriptionCopilot(openAiClient, options);

        // Get Image descriptions
        List<Aspose.Pdf.AI.ImageDescriptionResult> imageDescriptions = await copilot.GetImageDescriptionsAsync();

        // Use extension method to add image descriptions to attached documents
        await copilot.AddPdfImageDescriptionsAsync(dataDir);
    }
}

.NET 8

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task CreateImageDescriptions()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    // Create AI client
    using var openAiClient = Aspose.Pdf.AI.OpenAIClient
        .CreateWithApiKey(ApiKey) // Create OpenAI client with the API key
        //.WithProject("proj_123") // Configure optional parameters
        //.WithOrganization("org_123")
        .Build(); // Build

    // Create copilot options
    var options = Aspose.Pdf.AI.OpenAIImageDescriptionCopilotOptions
        .Create() // Create options like this, or...
        //.Create(options => { options.Model = OpenAIModels.Gpt4Turbo; }) // ...create using delegate
        .WithModel(Aspose.Pdf.AI.OpenAIModels.Gpt4Turbo) // The model should have vision capabilities
        .WithTemperature(0.5)
        .WithTopP(1)
        .WithDocument(new Aspose.Pdf.AI.PdfDocument // Attach documents
        {
            Name = "Another_Pdf_with_images",
            Document = new Aspose.Pdf.Document(dataDir + "Pdf_with_images.pdf")
        })
        .WithDocument(dataDir + "Mona_liza.jpg"); // Attach images
        //.WithDocument(dataDir + "Pdf_with_images.pdf"); // Attach document paths

    // Create copilot
    var copilot = Aspose.Pdf.AI.AICopilotFactory.CreateImageDescriptionCopilot(openAiClient, options);

    // Get Image descriptions
    List<Aspose.Pdf.AI.ImageDescriptionResult> imageDescriptions = await copilot.GetImageDescriptionsAsync();

    // Use extension method to add image descriptions to attached documents
    await copilot.AddPdfImageDescriptionsAsync(dataDir);
}

OpenAI OCR هو AI copilot مصمم لاستخراج النص من المستندات والصور الممسوحة. يمكن للمستخدمين تكوين خيارات copilot، مثل النموذج، ودرجة الحرارة، وعدد الرموز، وتعليمات النموذج، والمرفقات المستندية، وغيرها.

يعرض مقتطف الكود المقدم إنشاء عميل OpenAI، وتكوين خيارات OpenAIOcrCopilotOptions واستخدام copilot للحصول على النص من المستندات والصور الممسوحة.

.NET Core 3.1

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task ExtractText()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    // Create AI client
    using (var openAiClient = Aspose.Pdf.AI.OpenAIClient
        .CreateWithApiKey(ApiKey) // Create OpenAI client with the API key
        //.WithProject("proj_123") // Configure optional parameters
        //.WithOrganization("org_123")
        .Build()) // Build
    {
        // Create copilot options
        var options = Aspose.Pdf.AI.OpenAIOcrCopilotOptions
            .Create() // Create options like this, or...
            //.Create(options => { options.Model = OpenAIModels.Gpt4OMini; }) // ...create using delegate
            .WithModel(Aspose.Pdf.AI.OpenAIModels.Gpt4OMini) // The model should have vision capabilities
            .WithDocument(dataDir + "ScannedDocument.pdf") // Attach document paths
            .WithDocument(dataDir + "ImageWithText.jpg"); // Attach images

        // Create copilot
        Aspose.Pdf.AI.IOcrCopilot copilot = Aspose.Pdf.AI.AICopilotFactory.CreateOcrCopilot(openAiClient, options);

        // Get text recognitions
        List<Aspose.Pdf.AI.TextRecognitionResult> textRecognitions = await copilot.GetTextRecognitionResultAsync();

        // Access to the extracted text
        string text = textRecognitions[0].OcrDetails[0].ExtractedText;
    }
}

.NET 8

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task ExtractText()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    // Create AI client
    using var openAiClient = Aspose.Pdf.AI.OpenAIClient
        .CreateWithApiKey(ApiKey) // Create OpenAI client with the API key
        //.WithProject("proj_123") // Configure optional parameters
        //.WithOrganization("org_123")
        .Build(); // Build

    // Create copilot options
    var options = Aspose.Pdf.AI.OpenAIOcrCopilotOptions
        .Create() // Create options like this, or...
        //.Create(options => { options.Model = OpenAIModels.Gpt4OMini; }) // ...create using delegate
        .WithModel(Aspose.Pdf.AI.OpenAIModels.Gpt4OMini) // The model should have vision capabilities
        .WithDocument(dataDir + "ScannedDocument.pdf") // Attach document paths
        .WithDocument(dataDir + "ImageWithText.jpg"); // Attach images

    // Create copilot
    Aspose.Pdf.AI.IOcrCopilot copilot = Aspose.Pdf.AI.AICopilotFactory.CreateOcrCopilot(openAiClient, options);

    // Get text recognitions
    List<Aspose.Pdf.AI.TextRecognitionResult> textRecognitions = await copilot.GetTextRecognitionResultAsync();

    // Access to the extracted text
    string text = textRecognitions[0].OcrDetails[0].ExtractedText;
}

Llama Chat يسمح بإنشاء عميل لإرسال الطلبات إلى واجهة برمجة تطبيقات إكمال دردشة Llama.

.NET Core 3.1

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task ChatWithLlama()
{
    using (var llamaClient = Aspose.Pdf.AI.LlamaClient
        .CreateWithApiKey(ApiKey) // Create Llama client with the API key
        .Build())
    {
        var result = await llamaClient.CreateCompletionAsync(new Aspose.Pdf.AI.LlamaChatCompletionRequest
        {
            Messages = new List<Aspose.Pdf.AI.ChatMessage>
            {
                Aspose.Pdf.AI.ChatMessage.FromUser("Hello!")
            }
        });

        var response = result.Choices[0].Message.Content; // Hello! How can I assist you today?
    }
}

.NET 8

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task ChatWithLlama()
{
    using var llamaClient = Aspose.Pdf.AI.LlamaClient
        .CreateWithApiKey(ApiKey) // Create Llama client with the API key
        .Build();

    var result = await llamaClient.CreateCompletionAsync(new Aspose.Pdf.AI.LlamaChatCompletionRequest
    {
        Messages = new List<Aspose.Pdf.AI.ChatMessage>
        {
            Aspose.Pdf.AI.ChatMessage.FromUser("Hello!")
        }
    });

    var response = result.Choices[0].Message.Content; // Hello! How can I assist you today?
}

Llama Summary يسمح للعميل بأن يُستخدم لإنشاء Summary Copilot.

.NET Core 3.1

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task GenerateSummary()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    using (var llamaClient = Aspose.Pdf.AI.LlamaClient
        .CreateWithApiKey(ApiKey) // Create Llama client with the API key
        .Build())
    {
        // Create copilot options
        var options = Aspose.Pdf.AI.LlamaSummaryCopilotOptions
            .Create() // Create options like this, or...
            //.Create(options => { options.Model = LlamaModels.Llama13BChat; }) // ...create using delegate
            .WithTemperature(0.5) // Configure other optional parameters
            .WithDocument(dataDir + "SampleDocument.pdf"); // .WithDocument methods allow to add text, pdf, and paths to documents
            //.WithDocuments(new List<Aspose.Pdf.AI.TextDocument> { new Aspose.Pdf.AI.TextDocument() }); // .WithDocuments methods allow to add text, pdf and path collections

        // Create summary copilot
        var summaryCopilot = Aspose.Pdf.AI.AICopilotFactory.CreateSummaryCopilot(llamaClient, options);

        // Get summary text
        string summaryText = await summaryCopilot.GetSummaryAsync();

        // Get summary document
        Aspose.Pdf.Document summaryDocument = await summaryCopilot.GetSummaryDocumentAsync();

        // Get the summary document with page info
        Aspose.Pdf.Document summaryDocumentWithPageInfo = await summaryCopilot.GetSummaryDocumentAsync(new Aspose.Pdf.PageInfo());

        // Save the summary as a PDF document
        await summaryCopilot.SaveSummaryAsync(dataDir + "Llama_out.pdf");

        // Save summary with specified format
        await summaryCopilot.SaveSummaryAsync(dataDir + "Llama_out.docx", Aspose.Pdf.SaveFormat.DocX);
    }
}

.NET 8

// For complete examples and data files, visit https://github.com/aspose-pdf/Aspose.PDF-for-.NET
private static async Task GenerateSummary()
{
    // The path to the documents directory
    var dataDir = RunExamples.GetDataDir_AsposePdf_AI();

    using var llamaClient = Aspose.Pdf.AI.LlamaClient
        .CreateWithApiKey(ApiKey) // Create Llama client with the API key
        .Build();

    // Create copilot options
    var options = Aspose.Pdf.AI.LlamaSummaryCopilotOptions
        .Create() // Create options like this, or...
        //.Create(options => { options.Model = LlamaModels.Llama13BChat; }) // ...create using delegate
        .WithTemperature(0.5) // Configure other optional parameters
        .WithDocument(dataDir + "SampleDocument.pdf"); // .WithDocument methods allow to add text, pdf, and paths to documents
        //.WithDocuments(new List<Aspose.Pdf.AI.TextDocument> { new Aspose.Pdf.AI.TextDocument() }); // .WithDocuments methods allow to add text, pdf and path collections

    // Create summary copilot
    var summaryCopilot = Aspose.Pdf.AI.AICopilotFactory.CreateSummaryCopilot(llamaClient, options);

    // Get summary text
    string summaryText = await summaryCopilot.GetSummaryAsync();

    // Get summary document
    Aspose.Pdf.Document summaryDocument = await summaryCopilot.GetSummaryDocumentAsync();

    // Get the summary document with page info
    Aspose.Pdf.Document summaryDocumentWithPageInfo = await summaryCopilot.GetSummaryDocumentAsync(new Aspose.Pdf.PageInfo());

    // Save the summary as a PDF document
    await summaryCopilot.SaveSummaryAsync(dataDir + "Llama_out.pdf");

    // Save summary with specified format
    await summaryCopilot.SaveSummaryAsync(dataDir + "Llama_out.docx", Aspose.Pdf.SaveFormat.DocX);
}