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Web Search Summarizer (Dify)

by LangGeniusWorkflowResearch something

Searches the web for your question and returns a table that summarises each page

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The problem it solves

You have ten browser tabs open on one question and still can't say which source said what.

For StudentsResearchersAnyone comparing sources

Before
You open each search result, skim it and copy notes into a document by hand.
After
You type the question and get a table with a short summary of every page the search found.
Stars
—
License
Closed source
Cost
Usage-based
Level
Intermediate
Platform
dify

Overview

Web Content Search and Summarization is an official Dify template. You type a question; it searches the web with Tavily, reads each result page with Jina Reader and asks an AI model to summarise it. The summaries come back together as one structured table, so you can see what each source says side by side. It suits students, researchers and anyone who wants a quick overview of what the web says about a question.

You get a summary for every page it read in one table, so you can see which source said what instead of one blended answer.

Try these first

Start with the first one: it is a small task you can check easily.

  1. Ask a question you already know the answer to, then open two listed pages and check their summaries.First try · uses API credits

  2. What are the main arguments for and against a four-day work week?uses API credits

  3. Change the summary prompt so each row also lists the page's publish date if it shows one.

  4. Publish the workflow as a web app your class or team can use.shares the app

Example prompts written by Agent Flows Hub.

How it works

From the creator's documentation.

StepWhat happensData goes to
1 · QuestionYou type the question you want answeredDify (cloud or your own)
2 · Web searchTavily searches the web for matching pagesTavily
3 · Read pagesJina Reader fetches the text of each result pageJina
4 · SummariesAn AI model summarises each pageYour AI provider
5 · Results tableThe summaries are combined into one structured tableDify (cloud or your own)

Good to know

You have a question and want to know what several web pages say about it. The template searches, reads each result and gives you a table with one summary per page.

Limits

  • It needs three keys before the first run: Tavily, Jina and a model provider, each authorised in Dify's Tools page.
  • Summaries reflect only the pages the search returned; open the sources for anything you plan to quote or rely on.

Notes by (original project name: Web Content Search and Summarization Workflow (Dify template)), written from the creator's documentation, not from running it ourselves. Web Content Search and Summarization: Dify template page

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