ForeverTools.Summarize

Name: ForeverTools.Summarize
Author: ForeverTools

AI-powered text summarization for .NET using GPT-4, Claude, Llama and 400+ AI models. Summarize articles, documents, legal texts, research papers, meeting notes, and more.

Features

Multiple Summary Styles: Paragraph, bullet points, executive, abstract, TL;DR, and more
Configurable Length: From very short TL;DR to detailed comprehensive summaries
Domain-Aware: Optimized for legal, medical, financial, academic, and technical content
Key Points Extraction: Extract the most important points from any text
Action Items: Extract action items from meeting notes
Batch Processing: Summarize multiple documents efficiently
Multiple AI Models: GPT-4, Claude, Llama, Gemini, Mistral, and more
Easy Integration: Simple API with dependency injection support

Getting Your API Key

This package uses the AI/ML API which provides access to 400+ AI models including GPT-4, Claude, Llama, and more.

Sign up at aimlapi.com
Get your API key from the dashboard
Start summarizing!

Installation

dotnet add package ForeverTools.Summarize

Quick Start

Basic Summarization

using ForeverTools.Summarize;

// Create client with your API key
var client = new SummarizeClient("your-api-key");

// Simple summarization
var summary = await client.SummarizeAsync(longArticle);

// TL;DR - very brief
var tldr = await client.TldrAsync(longArticle);

// Bullet points
var bullets = await client.BulletPointsAsync(longArticle);

// Executive summary (for business docs)
var executive = await client.ExecutiveSummaryAsync(businessReport);

Using Environment Variables

// Set AIML_API_KEY or SUMMARIZE_API_KEY environment variable
var client = SummarizeClient.FromEnvironment();

Summary Styles

// Paragraph (default) - flowing text summary
var paragraph = await client.SummarizeAsync(text, SummaryStyle.Paragraph);

// Bullet points - easy to scan
var bullets = await client.SummarizeAsync(text, SummaryStyle.BulletPoints);

// Numbered list
var numbered = await client.SummarizeAsync(text, SummaryStyle.NumberedList);

// Executive summary - business style
var executive = await client.SummarizeAsync(text, SummaryStyle.Executive);

// Academic abstract
var abstract_ = await client.SummarizeAsync(text, SummaryStyle.Abstract);

// TL;DR - extremely brief
var tldr = await client.SummarizeAsync(text, SummaryStyle.TLDR);

// Structured - with sections
var structured = await client.SummarizeAsync(text, SummaryStyle.Structured);

// Headline - single sentence
var headline = await client.HeadlineAsync(text);

// Q&A format
var qa = await client.SummarizeAsync(text, SummaryStyle.QAndA);

Summary Length

// Very short - 1-2 sentences
var veryShort = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.VeryShort);

// Short - 2-3 sentences
var short_ = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.Short);

// Medium - 1 paragraph (default)
var medium = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.Medium);

// Long - 2-3 paragraphs
var long_ = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.Long);

// Detailed - comprehensive
var detailed = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.Detailed);

// Custom word count
var custom = await client.SummarizeWithDetailsAsync(new SummaryRequest
{
    Text = text,
    Length = SummaryLength.Custom,
    CustomWordCount = 150
});

Key Points Extraction

// Extract key points
var keyPoints = await client.ExtractKeyPointsAsync(article, maxPoints: 10);

foreach (var point in keyPoints)
{
    Console.WriteLine($"- {point}");
}

// With themes detection
var result = await client.ExtractKeyPointsWithDetailsAsync(article);
Console.WriteLine("Key Points:");
foreach (var point in result.KeyPoints)
{
    Console.WriteLine($"- {point}");
}

Console.WriteLine("\nThemes:");
foreach (var theme in result.Themes ?? Array.Empty<string>())
{
    Console.WriteLine($"- {theme}");
}

Action Items from Meeting Notes

var meetingNotes = @"
Team meeting - Dec 15, 2025
- John will complete the API integration by Friday
- Sarah needs to review the security audit - HIGH PRIORITY
- Mike to schedule client demo for next week
- Budget review due by end of month
";

var result = await client.ExtractActionItemsAsync(meetingNotes);

foreach (var item in result.ActionItems)
{
    Console.WriteLine($"- {item.Description}");
    Console.WriteLine($"  Assignee: {item.Assignee ?? "Unassigned"}");
    Console.WriteLine($"  Due: {item.DueDate ?? "Not specified"}");
    Console.WriteLine($"  Priority: {item.Priority}");
}

Domain-Specific Summarization

Legal Documents

var legalSummary = await client.SummarizeLegalAsync(contract);
// Preserves legal terminology and key clauses

Meeting Notes

var meetingSummary = await client.SummarizeMeetingAsync(notes);
// Includes decisions, action items, and key points

Academic Papers

var abstract_ = await client.AbstractAsync(researchPaper);
// Academic abstract style with background, methods, results, conclusions

Batch Summarization

var articles = new[] { article1, article2, article3 };

var results = await client.SummarizeBatchAsync(articles);

Console.WriteLine($"Summarized: {results.SuccessCount} / {results.TotalCount}");
Console.WriteLine($"Total original words: {results.TotalOriginalWords}");
Console.WriteLine($"Total summary words: {results.TotalSummaryWords}");

foreach (var result in results.Results)
{
    Console.WriteLine($"Summary ({result.SummaryWordCount} words, {result.ReductionPercentage}% reduction):");
    Console.WriteLine(result.Summary);
}

Compare Multiple Documents

var documents = new[] { doc1, doc2, doc3 };

var comparison = await client.CompareAndSummarizeAsync(documents);

Console.WriteLine("Combined Summary:");
Console.WriteLine(comparison.CombinedSummary);

Console.WriteLine("\nCommon Themes:");
foreach (var theme in comparison.CommonThemes)
{
    Console.WriteLine($"- {theme}");
}

Console.WriteLine("\nKey Differences:");
foreach (var diff in comparison.KeyDifferences)
{
    Console.WriteLine($"- {diff}");
}

Advanced Options

Full Request Object

var result = await client.SummarizeWithDetailsAsync(new SummaryRequest
{
    Text = longDocument,
    Style = SummaryStyle.Structured,
    Length = SummaryLength.Long,
    Domain = ContentDomain.Legal,
    Model = SummarizeModels.Claude35Sonnet,
    TargetAudience = "Senior executives",
    FocusAreas = new[] { "financial implications", "risk factors" },
    ExtractKeyPoints = true,
    ExtractStatistics = true,
    PreserveQuotes = true,
    OutputLanguage = "Spanish"
});

Console.WriteLine($"Summary ({result.ReductionPercentage}% reduction):");
Console.WriteLine(result.Summary);

if (result.KeyPoints != null)
{
    Console.WriteLine("\nKey Points:");
    foreach (var point in result.KeyPoints)
    {
        Console.WriteLine($"- {point}");
    }
}

Custom Focus Areas

var summary = await client.SummarizeWithFocusAsync(
    article,
    focusAreas: new[] { "technology trends", "market impact" });

Target Audience

// Simplify for non-experts
var simpleSummary = await client.SummarizeForAudienceAsync(
    technicalDoc,
    "non-technical stakeholders");

// Detailed for experts
var expertSummary = await client.SummarizeForAudienceAsync(
    technicalDoc,
    "software architects");

Using Different AI Models

// Use Claude for nuanced summarization
var options = new SummarizeOptions
{
    ApiKey = "your-api-key",
    DefaultModel = SummarizeModels.Claude35Sonnet
};
var client = new SummarizeClient(options);

// Or specify per-request
var request = new SummaryRequest
{
    Text = longDocument,
    Model = SummarizeModels.Gpt4o
};

Available models include:

SummarizeModels.Gpt4o - Best quality (default)
SummarizeModels.Gpt4oMini - Fast and affordable
SummarizeModels.Claude35Sonnet - Excellent for long documents
SummarizeModels.Claude3Opus - Highest quality Claude model
SummarizeModels.Gemini15Pro - Great for research papers
SummarizeModels.Llama3170B - Open source option

Dependency Injection

ASP.NET Core

// In Program.cs
builder.Services.AddForeverToolsSummarize("your-api-key");

// Or with configuration
builder.Services.AddForeverToolsSummarize(options =>
{
    options.ApiKey = "your-api-key";
    options.DefaultModel = SummarizeModels.Gpt4oMini;
    options.DefaultStyle = SummaryStyle.BulletPoints;
    options.DefaultLength = SummaryLength.Medium;
});

From Configuration

// appsettings.json
{
    "Summarize": {
        "ApiKey": "your-api-key",
        "DefaultModel": "gpt-4o",
        "DefaultStyle": "Paragraph",
        "DefaultLength": "Medium"
    }
}

builder.Services.AddForeverToolsSummarize(builder.Configuration);

Using in Services

public class ContentService
{
    private readonly SummarizeClient _summarizer;

    public ContentService(SummarizeClient summarizer)
    {
        _summarizer = summarizer;
    }

    public async Task<string> GetArticleSummaryAsync(string articleUrl)
    {
        var content = await FetchArticleContent(articleUrl);
        return await _summarizer.SummarizeAsync(content);
    }
}

Content Domains

The package supports specialized summarization for different content types:

Domain	Best For
`General`	Auto-detect (default)
`News`	News articles
`Academic`	Research papers
`Legal`	Contracts, legal documents
`Technical`	Documentation
`Business`	Reports, memos
`Medical`	Healthcare content
`Financial`	Financial reports
`Meeting`	Meeting notes
`Book`	Long-form content
`Email`	Email threads
`Social`	Social media

Error Handling

try
{
    var summary = await client.SummarizeAsync(text);
}
catch (ArgumentException ex)
{
    Console.WriteLine($"Invalid input: {ex.Message}");
}
catch (HttpRequestException ex)
{
    Console.WriteLine($"API error: {ex.Message}");
}

Best Practices

Choose the right style: Use bullet points for scannable content, paragraphs for narrative
Match length to purpose: TL;DR for quick overview, detailed for comprehensive understanding
Specify domain: Legal, medical, and technical content benefits from domain hints
Use focus areas: When you need specific topics emphasized
Batch for efficiency: Use SummarizeBatchAsync for multiple documents
Reuse the client: Create one SummarizeClient and reuse it

Other ForeverTools Packages

Package	Description	NuGet
ForeverTools.AIML	Access 400+ AI models (GPT-4, Claude, Llama, Gemini, DALL-E)
ForeverTools.APILayer	IP geolocation, currency exchange, phone & email validation
ForeverTools.Apify	Web scraping platform with 1,600+ actors (Amazon, Google, Instagram, Twitter)
ForeverTools.Captcha	Multi-provider captcha solving (2Captcha, CapSolver, Anti-Captcha)
ForeverTools.ImageGen	AI image generation with social media presets (DALL-E, Flux, SD)
ForeverTools.OCR	AI-powered OCR using GPT-4 Vision, Claude 3, and Gemini
ForeverTools.Postmark	Transactional email sending with templates and tracking
ForeverTools.Proxy	Premium proxy rotation with BrightData (Residential, ISP, Mobile)
ForeverTools.ScraperAPI	Web scraping with proxy rotation and CAPTCHA bypass
ForeverTools.STT	Speech-to-Text using Whisper (transcription, subtitles, language detection)
ForeverTools.Translate	AI-powered translation with 100+ languages (GPT-4, Claude)

Support

License

MIT License - see LICENSE file for details.

ForeverTools.Summarize

AI-powered text summarization for .NET using GPT-4, Claude, Llama and 400+ AI models. Summarize articles, documents, legal texts, research papers, meeting notes, and more.

Features

Multiple Summary Styles: Paragraph, bullet points, executive, abstract, TL;DR, and more
Configurable Length: From very short TL;DR to detailed comprehensive summaries
Domain-Aware: Optimized for legal, medical, financial, academic, and technical content
Key Points Extraction: Extract the most important points from any text
Action Items: Extract action items from meeting notes
Batch Processing: Summarize multiple documents efficiently
Multiple AI Models: GPT-4, Claude, Llama, Gemini, Mistral, and more
Easy Integration: Simple API with dependency injection support

Getting Your API Key

This package uses the AI/ML API which provides access to 400+ AI models including GPT-4, Claude, Llama, and more.

Sign up at aimlapi.com
Get your API key from the dashboard
Start summarizing!

Installation

dotnet add package ForeverTools.Summarize

Quick Start

Basic Summarization

using ForeverTools.Summarize;

// Create client with your API key
var client = new SummarizeClient("your-api-key");

// Simple summarization
var summary = await client.SummarizeAsync(longArticle);

// TL;DR - very brief
var tldr = await client.TldrAsync(longArticle);

// Bullet points
var bullets = await client.BulletPointsAsync(longArticle);

// Executive summary (for business docs)
var executive = await client.ExecutiveSummaryAsync(businessReport);

Using Environment Variables

// Set AIML_API_KEY or SUMMARIZE_API_KEY environment variable
var client = SummarizeClient.FromEnvironment();

Summary Styles

// Paragraph (default) - flowing text summary
var paragraph = await client.SummarizeAsync(text, SummaryStyle.Paragraph);

// Bullet points - easy to scan
var bullets = await client.SummarizeAsync(text, SummaryStyle.BulletPoints);

// Numbered list
var numbered = await client.SummarizeAsync(text, SummaryStyle.NumberedList);

// Executive summary - business style
var executive = await client.SummarizeAsync(text, SummaryStyle.Executive);

// Academic abstract
var abstract_ = await client.SummarizeAsync(text, SummaryStyle.Abstract);

// TL;DR - extremely brief
var tldr = await client.SummarizeAsync(text, SummaryStyle.TLDR);

// Structured - with sections
var structured = await client.SummarizeAsync(text, SummaryStyle.Structured);

// Headline - single sentence
var headline = await client.HeadlineAsync(text);

// Q&A format
var qa = await client.SummarizeAsync(text, SummaryStyle.QAndA);

Summary Length

// Very short - 1-2 sentences
var veryShort = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.VeryShort);

// Short - 2-3 sentences
var short_ = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.Short);

// Medium - 1 paragraph (default)
var medium = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.Medium);

// Long - 2-3 paragraphs
var long_ = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.Long);

// Detailed - comprehensive
var detailed = await client.SummarizeAsync(text, SummaryStyle.Paragraph, SummaryLength.Detailed);

// Custom word count
var custom = await client.SummarizeWithDetailsAsync(new SummaryRequest
{
    Text = text,
    Length = SummaryLength.Custom,
    CustomWordCount = 150
});

Key Points Extraction

// Extract key points
var keyPoints = await client.ExtractKeyPointsAsync(article, maxPoints: 10);

foreach (var point in keyPoints)
{
    Console.WriteLine($"- {point}");
}

// With themes detection
var result = await client.ExtractKeyPointsWithDetailsAsync(article);
Console.WriteLine("Key Points:");
foreach (var point in result.KeyPoints)
{
    Console.WriteLine($"- {point}");
}

Console.WriteLine("\nThemes:");
foreach (var theme in result.Themes ?? Array.Empty<string>())
{
    Console.WriteLine($"- {theme}");
}

Action Items from Meeting Notes

var meetingNotes = @"
Team meeting - Dec 15, 2025
- John will complete the API integration by Friday
- Sarah needs to review the security audit - HIGH PRIORITY
- Mike to schedule client demo for next week
- Budget review due by end of month
";

var result = await client.ExtractActionItemsAsync(meetingNotes);

foreach (var item in result.ActionItems)
{
    Console.WriteLine($"- {item.Description}");
    Console.WriteLine($"  Assignee: {item.Assignee ?? "Unassigned"}");
    Console.WriteLine($"  Due: {item.DueDate ?? "Not specified"}");
    Console.WriteLine($"  Priority: {item.Priority}");
}

Domain-Specific Summarization

Legal Documents

var legalSummary = await client.SummarizeLegalAsync(contract);
// Preserves legal terminology and key clauses

Meeting Notes

var meetingSummary = await client.SummarizeMeetingAsync(notes);
// Includes decisions, action items, and key points

Academic Papers

var abstract_ = await client.AbstractAsync(researchPaper);
// Academic abstract style with background, methods, results, conclusions

Batch Summarization

var articles = new[] { article1, article2, article3 };

var results = await client.SummarizeBatchAsync(articles);

Console.WriteLine($"Summarized: {results.SuccessCount} / {results.TotalCount}");
Console.WriteLine($"Total original words: {results.TotalOriginalWords}");
Console.WriteLine($"Total summary words: {results.TotalSummaryWords}");

foreach (var result in results.Results)
{
    Console.WriteLine($"Summary ({result.SummaryWordCount} words, {result.ReductionPercentage}% reduction):");
    Console.WriteLine(result.Summary);
}

Compare Multiple Documents

var documents = new[] { doc1, doc2, doc3 };

var comparison = await client.CompareAndSummarizeAsync(documents);

Console.WriteLine("Combined Summary:");
Console.WriteLine(comparison.CombinedSummary);

Console.WriteLine("\nCommon Themes:");
foreach (var theme in comparison.CommonThemes)
{
    Console.WriteLine($"- {theme}");
}

Console.WriteLine("\nKey Differences:");
foreach (var diff in comparison.KeyDifferences)
{
    Console.WriteLine($"- {diff}");
}

Advanced Options

Full Request Object

var result = await client.SummarizeWithDetailsAsync(new SummaryRequest
{
    Text = longDocument,
    Style = SummaryStyle.Structured,
    Length = SummaryLength.Long,
    Domain = ContentDomain.Legal,
    Model = SummarizeModels.Claude35Sonnet,
    TargetAudience = "Senior executives",
    FocusAreas = new[] { "financial implications", "risk factors" },
    ExtractKeyPoints = true,
    ExtractStatistics = true,
    PreserveQuotes = true,
    OutputLanguage = "Spanish"
});

Console.WriteLine($"Summary ({result.ReductionPercentage}% reduction):");
Console.WriteLine(result.Summary);

if (result.KeyPoints != null)
{
    Console.WriteLine("\nKey Points:");
    foreach (var point in result.KeyPoints)
    {
        Console.WriteLine($"- {point}");
    }
}

Custom Focus Areas

var summary = await client.SummarizeWithFocusAsync(
    article,
    focusAreas: new[] { "technology trends", "market impact" });

Target Audience

// Simplify for non-experts
var simpleSummary = await client.SummarizeForAudienceAsync(
    technicalDoc,
    "non-technical stakeholders");

// Detailed for experts
var expertSummary = await client.SummarizeForAudienceAsync(
    technicalDoc,
    "software architects");

Using Different AI Models

// Use Claude for nuanced summarization
var options = new SummarizeOptions
{
    ApiKey = "your-api-key",
    DefaultModel = SummarizeModels.Claude35Sonnet
};
var client = new SummarizeClient(options);

// Or specify per-request
var request = new SummaryRequest
{
    Text = longDocument,
    Model = SummarizeModels.Gpt4o
};

Available models include:

SummarizeModels.Gpt4o - Best quality (default)
SummarizeModels.Gpt4oMini - Fast and affordable
SummarizeModels.Claude35Sonnet - Excellent for long documents
SummarizeModels.Claude3Opus - Highest quality Claude model
SummarizeModels.Gemini15Pro - Great for research papers
SummarizeModels.Llama3170B - Open source option

Dependency Injection

ASP.NET Core

// In Program.cs
builder.Services.AddForeverToolsSummarize("your-api-key");

// Or with configuration
builder.Services.AddForeverToolsSummarize(options =>
{
    options.ApiKey = "your-api-key";
    options.DefaultModel = SummarizeModels.Gpt4oMini;
    options.DefaultStyle = SummaryStyle.BulletPoints;
    options.DefaultLength = SummaryLength.Medium;
});

From Configuration

// appsettings.json
{
    "Summarize": {
        "ApiKey": "your-api-key",
        "DefaultModel": "gpt-4o",
        "DefaultStyle": "Paragraph",
        "DefaultLength": "Medium"
    }
}

builder.Services.AddForeverToolsSummarize(builder.Configuration);

Using in Services

public class ContentService
{
    private readonly SummarizeClient _summarizer;

    public ContentService(SummarizeClient summarizer)
    {
        _summarizer = summarizer;
    }

    public async Task<string> GetArticleSummaryAsync(string articleUrl)
    {
        var content = await FetchArticleContent(articleUrl);
        return await _summarizer.SummarizeAsync(content);
    }
}

Content Domains

The package supports specialized summarization for different content types:

Domain	Best For
`General`	Auto-detect (default)
`News`	News articles
`Academic`	Research papers
`Legal`	Contracts, legal documents
`Technical`	Documentation
`Business`	Reports, memos
`Medical`	Healthcare content
`Financial`	Financial reports
`Meeting`	Meeting notes
`Book`	Long-form content
`Email`	Email threads
`Social`	Social media

Error Handling

try
{
    var summary = await client.SummarizeAsync(text);
}
catch (ArgumentException ex)
{
    Console.WriteLine($"Invalid input: {ex.Message}");
}
catch (HttpRequestException ex)
{
    Console.WriteLine($"API error: {ex.Message}");
}

Best Practices

Choose the right style: Use bullet points for scannable content, paragraphs for narrative
Match length to purpose: TL;DR for quick overview, detailed for comprehensive understanding
Specify domain: Legal, medical, and technical content benefits from domain hints
Use focus areas: When you need specific topics emphasized
Batch for efficiency: Use SummarizeBatchAsync for multiple documents
Reuse the client: Create one SummarizeClient and reuse it

Other ForeverTools Packages

Package	Description	NuGet
ForeverTools.AIML	Access 400+ AI models (GPT-4, Claude, Llama, Gemini, DALL-E)
ForeverTools.APILayer	IP geolocation, currency exchange, phone & email validation
ForeverTools.Apify	Web scraping platform with 1,600+ actors (Amazon, Google, Instagram, Twitter)
ForeverTools.Captcha	Multi-provider captcha solving (2Captcha, CapSolver, Anti-Captcha)
ForeverTools.ImageGen	AI image generation with social media presets (DALL-E, Flux, SD)
ForeverTools.OCR	AI-powered OCR using GPT-4 Vision, Claude 3, and Gemini
ForeverTools.Postmark	Transactional email sending with templates and tracking
ForeverTools.Proxy	Premium proxy rotation with BrightData (Residential, ISP, Mobile)
ForeverTools.ScraperAPI	Web scraping with proxy rotation and CAPTCHA bypass
ForeverTools.STT	Speech-to-Text using Whisper (transcription, subtitles, language detection)
ForeverTools.Translate	AI-powered translation with 100+ languages (GPT-4, Claude)

Support

License

MIT License - see LICENSE file for details.

ForeverTools/ForeverTools.Summarizev1.0.0

Get Started

Readme

ForeverTools.Summarize

Features

Getting Your API Key

Installation

Quick Start

Basic Summarization

Using Environment Variables

Summary Styles

Summary Length

Key Points Extraction

Action Items from Meeting Notes

Domain-Specific Summarization

Legal Documents

Meeting Notes

Academic Papers

Batch Summarization

Compare Multiple Documents

Advanced Options

Full Request Object

Custom Focus Areas

Target Audience

Using Different AI Models

Dependency Injection

ASP.NET Core

From Configuration

Using in Services

Content Domains

Error Handling

Best Practices

Other ForeverTools Packages

Support

License

ForeverTools/ForeverTools.Summarizev1.0.0

Get Started

Readme

ForeverTools.Summarize

Features

Getting Your API Key

Installation

Quick Start

Basic Summarization

Using Environment Variables

Summary Styles

Summary Length

Key Points Extraction

Action Items from Meeting Notes

Domain-Specific Summarization

Legal Documents

Meeting Notes

Academic Papers

Batch Summarization

Compare Multiple Documents

Advanced Options

Full Request Object

Custom Focus Areas

Target Audience

Using Different AI Models

Dependency Injection

ASP.NET Core

From Configuration

Using in Services

Content Domains

Error Handling

Best Practices

Other ForeverTools Packages

Support

License