Text Summarizer AI Flow

This workflow, titled “Summarize Input Text”, is designed to automatically generate concise summaries from any text provided by the user. It leverages a step-by-step process, integrating user interaction, prompt engineering, and AI-powered text summarization to streamline the task of condensing lengthy materials into digestible bullet points and brief paragraphs.

Flow Overview

When a user opens the chat, the system welcomes them and guides them to input the text they wish to summarize. Upon entering their text, the flow constructs an effective prompt for a language model, instructing it to produce a summary with key points in both narrative and bullet-point format. The generated summary is then displayed back to the user.

Step-by-Step Process

Detailed Flow

1. Chat Initiation & Welcome

   • When the chat is opened (ChatOpenedTrigger), a Message Widget sends a welcoming and informative message to the user, explaining the purpose of the tool and how to use it.

2. User Input Collection

   • The user inputs the text they want to summarize through a chat input field (ChatInput).

3. Prompt Construction

   • The provided text is injected into a prompt template (PromptTemplate). This template instructs the AI to act as a professional copywriter and to summarize the input into less than 8 sentences, including both text and bullet points.

   • Prompt Example:

     You are a professional copywriter with excellent skill of summarization long text into short.
     
     Summarize the following text into less than 8 sentences.
     
     Contain text and bullet-points
     
     TEXT:
     {user input}
     
     SUMMARIZATION:
     

4. Summary Generation

   • The constructed prompt is sent to a Generator node, which utilizes a selected Large Language Model (LLM) to process the prompt and generate the summary.

5. Output Display

   • The generated summary is displayed back to the user via a Chat Output node, making the results accessible and easy to read.

Why This Workflow Is Useful

• Scalability: This workflow can handle a large number of summarization requests with minimal manual intervention, making it perfect for teams or individuals dealing with high volumes of text.
• Automation: It automates the often time-consuming process of reading and condensing long documents, articles, or paragraphs, freeing up human resources for other tasks.
• Consistency: By using a standardized prompt and AI model, it ensures summaries follow a consistent structure and quality.
• User-Friendly: The clear welcome message and simple input method make it accessible even for non-technical users.

Potential Use Cases

• Summarizing research articles, reports, or emails for rapid review.
• Generating executive summaries for lengthy documents.
• Creating concise study notes from transcripts or textbooks.
• Quickly extracting key points from meeting notes or web content.

Summary

This flow provides an efficient, automated solution for summarizing any input text into a short, easy-to-read format. By integrating user guidance, prompt engineering, and AI generation, it delivers scalable and consistent results—ideal for anyone needing to distill complex information into clear, actionable insights.