As a developer, handling large amounts of text can be challenging. Sometimes, all we need is a quick summary of the main points.
That’s where text summarization comes in.
Text summarization automatically creates a shorter version of the text while preserving key information. This is useful in various applications, such as summarizing news articles or creating abstracts for scientific papers. Even tools like Notion are incorporating AI features to summarize text.
One interesting use case is summarizing chat conversations. This article explores what AI summarization is and the best tools to use. Whether you’re an experienced developer or new to natural language processing, this guide will help you understand a chat summarizer from scratch.
So let’s get started!
What is AI Summarizing?
Text, audio, and visual content are intelligently summarized into precise, useful chunks by AI summarization algorithms.
AI summarization algorithms may provide summaries in a variety of formats, such as a single paragraph or bullet points, depending on the model. Time stamps for compiled audio and video files may also be obtained by some AI summarizing algorithms.
For instance, the Quillbot Summarization Model can provide summaries as bullets, long-form bullets (verbose bullets), a single paragraph, or a headline. It is designed for first person interactions, such as those that occur in a 1:1 meeting, interview, or phone call.
Example:
What defines a Good Summarizer for Chat?
I’m particularly concentrating on chat-based summary generators, while there are several AI summarizers available that let you produce summaries. There exist alternative varieties, such as text summarizers, LinkedIn summarizers, and video summarizers.
These lists highlighted applications that are more suited for summarizing talks, even if there is undoubtedly some overlap between them (after all, they are all powered by AI). In order to create a list of chat AI summarizers that satisfied specific (tight) requirements, I concentrated my testing efforts on the following:
- Easy Access: Even for new users, chat summarizers should be intuitive and easy to use. During my testing, I ensured that none of the applications require technical expertise and that they are all rather simple to use.
- Affordability: The plans for the majority of the applications on our list are reasonably priced, with monthly prices at most $60. Many even provide fully free plans or plans that are adequate in many circumstances.
- Integrations: Next, I assessed a few of the chat AI summarizers I had chosen for my research. These tools work nicely with well-known services like Dropbox and Google Drive, allowing you to input any file URL and have a summary generated instantly.
- Increase Collaboration: The purpose of this tool is to increase efficiency and speed up work. A good conversation summarizer should make it simple to distribute the summaries to other team members. It should be as simple as clicking a button to share any file with the chosen application.
Benefit of AI Summarizing
- Summarize text, audio, and visual content into useful chunks.
- Provide various formats like single paragraphs or bullet points.
- Cost savings and improved information accessibility.
- Saves time and money in research, business intelligence, and insights.
- Extracts key information from various sources.
- Allows more time for action on information.
Best Tools to For AI Summarization
Jasper
Jasper is an easy-to-use tool that increases the productivity of content creation. When given the right data, Jasper can produce original, excellent content for a range of uses, including blog posts and promotional materials. This adaptable content solution is affordable, user-friendly, and appropriate for companies of all kinds.
Jasper is a master at writing compelling summaries and text that make it easier to extract smart information for reports, suggestions, and summaries. The application comes with more than 50 pre-made summary layouts for increased convenience. Its phrase expander function also helps users clarify succinct remarks, improving the quality of information.
Key Features of Jasper
- Quick, succinct summary.
- A more extensive abstractive summary.
- Support for more than 30 languages.
- Summary length is customizable, ranging from a few words to many pages.
- The summary can be formalized to different degrees.
Pricing: There is no free version. The initial price is $59 per month.
Smodin
Smodin stands out as an AI-powered, multilingual writing tool tailored to diverse research and text generation needs. Drawing parallels with OpenAI’s ChatGPT, Smodin leverages artificial intelligence and natural language processing to streamline the writing process for content creators, marketers, educators, and online professionals. The platform boasts a spectrum of features, ranging from text rewriting to content summarization and essay grading, making it a versatile and comprehensive writing aid.
Its user-friendly interface, coupled with a daily credit system, enhances its overall appeal. Smodin excels particularly in generating succinct summaries across various content types, including websites, web pages, and HTML content. Its capabilities extend to essays, manuscripts, novels, and other textual documents. Offering customization options for summary lengths, ranging from 1 to 39 sentences, and accommodating texts up to 30,000 words, Smodin emerges as a comprehensive solution for summarizing diverse content types, such as research papers, manuals, and books.
Key Features of Smodin
- Summary length is customizable, ranging from brief phrases to extensive paragraphs.
- Fluent and accessible summaries based on considerable training data.
- Informative summaries that highlight essential topics.
- Support for more than 40 languages.
- A plagiarism checker was included to ensure the content’s uniqueness.
Price: A free version is available. The initial fee is $15 per month.
QuillBot
As a leading AI summarizing tool, QuillBot distinguishes it because it gives users artistic control over their paraphrases and text summaries. The QuillBot platform utilizes machine learning to provide succinct summaries, propose synonyms, and detect plagiarism, regardless of whether it is accessed directly or integrated into Word or Google Docs. Because of this, it’s an excellent tool for producing material and writing academically. It continuously improves its accuracy through machine learning and is especially helpful for swiftly comprehending lengthy articles or papers.
Key Features of QuillBot
- QuillBot uses extractive and abstractive summarization methods.
- Provides summary in a sentence or paragraph style.
- Allows you to customize the length of your summary.
- Controls readability, from simple to scholarly.
- Supports 23 different languages.
Price: A free version is available. The beginning monthly rate is $4.17.
Paraphraser
A free web application called Paraphraser.io focuses on complex paraphrasing methods. For content makers searching for a dependable method to create original material, it is very helpful. The program is made to paraphrase articles, rework essays, and eliminate plagiarism professionally. For individuals in need of efficient word transformation, Paraphraser.io is a well-liked option because it provides a clear and trustworthy experience in contrast to many other online resources that are crowded with advertisements and frauds.
Key Features of paraphraser.io
- Provides an abstract summary for in-depth understanding.
- Allows users to determine the length of the summary.
- Using considerable training data, it generates fluent and accessible summaries.
- Supports a wide scope of text formats, including articles, blog entries, research papers, and videos.
- Provides comments to enhance summary quality.
Pricing: The free version is available. The initial fee is $20 per month.
Wrapping Up
AI summarization stands as a transformative technology that harnesses the power of artificial intelligence and natural language processing to distill complex information into concise and digestible summaries. This innovative approach not only saves time but also enhances productivity by automating the summarization process. As evident from the overview of AI summarization tools, these tools offer a scope of features, from text rewriting to content summarization and essay grading, catering to diverse needs across various industries.
FAQs on AI summarization
How do AI summarization tools work?
AI summarization tools use algorithms to analyze and understand the content, extracting key information and generating summaries. Techniques may include extractive or abstractive summarization, depending on the tool.
What makes a good AI summarization tool?
A good AI summarization tool should offer accuracy, versatility, and customization options. It should be user-friendly, capable of handling various content types, and provide options to adjust summary lengths and styles.
Are there any free AI summarization tools available?
While some AI summarization tools offer free versions with limited features, many advanced tools come with subscription-based pricing. It’s advisable to explore trial versions or free plans before committing to a paid subscription.
Which industries benefit from AI summarization tools?
AI summarization tools find applications across industries such as journalism, research, content creation, education, and business. Professionals in these fields use these tools to quickly extract insights and key information from large volumes of text, saving time and enhancing efficiency.
