Tool Calling Agent
A tool-calling agent that summarizes the content of a web page in an engaging and structured manner using a custom system message prompt for the LLM.
Quickly generate concise summaries of any web page by simply providing a URL. This AI-powered workflow retrieves content from the provided link and produces an engaging summary, making it easy to digest key information at a glance.

Flows
A tool-calling agent that summarizes the content of a web page in an engaging and structured manner using a custom system message prompt for the LLM.
Below is a complete list of all components used in this flow to achieve its functionality. Components are the building blocks of every AI Flow. They allow you to create complex interactions and automate tasks by connecting various functionalities. Each component serves a specific purpose, such as handling user input, processing data, or integrating with external services.
The Chat Input component in FlowHunt initiates user interactions by capturing messages from the Playground. It serves as the starting point for flows, enabling the workflow to process both text and file-based inputs.
Unlock web content in your workflows with the URL Retriever component. Effortlessly extract and process the text and metadata from any list of URLs—including web articles, documents, and more. Supports advanced options like OCR for images, selective metadata extraction, and customizable caching, making it ideal for building knowledge-rich AI flows and automations.
Explore the Tool Calling Agent in FlowHunt—an advanced workflow component that enables AI agents to intelligently select and use external tools to answer complex queries. Perfect for building smart AI solutions that require dynamic tool usage, iterative reasoning, and integration with multiple resources.
Discover the Chat Output component in FlowHunt—finalize chatbot responses with flexible, multi-part outputs. Essential for seamless flow completion and creating advanced, interactive AI chatbots.
Flow description
This workflow automates the process of summarizing the content of any webpage into a concise, 100-word summary. It is designed to help users quickly understand the key points from online articles, blog posts, or any publicly accessible content—saving time, improving productivity, and enabling large-scale content consumption or analysis.
When a user opens the chat interface, a trigger activates a welcome message. This message introduces the workflow’s capabilities and invites users to provide a URL for summarization. The user then submits a URL through a chat input field.
Once a URL is provided, the workflow retrieves the content of the target webpage using a URL retriever tool. This tool extracts the main text from the page, preparing it for AI processing.
The extracted content is then passed to an AI agent specifically tasked with summarization. The agent is configured with clear instructions:
Finally, the resulting summary is displayed back to the user in the chat interface.
| Step | Description |
|---|---|
| 1 | Chat Opened Trigger: Detects when a user enters the chat and initiates the workflow. |
| 2 | Welcome Message: Displays a friendly message explaining the summarization service and prompting the user to provide a URL. |
| 3 | User Input: The user submits a URL via the chat input. |
| 4 | URL Retriever: Fetches and extracts the main content from the provided URL. |
| 5 | AI Summarization Agent: Processes the content and generates a concise summary, following the system instructions. |
| 6 | Chat Output: Presents the summary to the user in the chat interface. |
This flow provides a seamless, automated solution for transforming detailed web content into short, digestible summaries directly within a chat interface. It’s a powerful tool for anyone looking to streamline information gathering, improve productivity, and scale up content processing with the help of AI.
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