Shopify Product Description Enhancer
This AI-powered workflow enhances Shopify product descriptions based on product name or URL provided by the user. It leverages LLMs, retrieves product content f...
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URL Retriever
The URL Retriever lets you fetch and process content from web links, supporting OCR, metadata extraction, and flexible output for powering AI workflows.
Automation
Web Scraping
AI
Knowledge Extraction
Component description
How the URL Retriever component works
The URL Retriever is a versatile flow component designed to fetch and process web content from specified URLs, returning the information as structured documents. It serves as a bridge between external online content and your AI workflow, enabling you to integrate, analyze, or process web-based information efficiently.
What Does It Do?
This component retrieves the content of one or multiple URLs provided as input. It can extract the main text, metadata, and even process content from images using Optical Character Recognition (OCR). The retrieved data is then made available in various structured formats suitable for downstream AI tasks such as summarization, question answering, or knowledge extraction.
Input Options
You can supply URLs to the component in two ways:
Text URLs:
- Input Type:
Message - Description: A list of plain URL links for the component to fetch content from.
- Input Type:
URL Records:
- Input Type:
UrlRecord - Description: A list of structured URL records, which may include additional metadata.
- Input Type:
Advanced Input Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
| Apply OCR | Boolean | false | If enabled, applies OCR to extract text from images in the document. |
| Cache TTL | Dropdown | 2 weeks | How long the content should be cached, with options from no cache up to 1 year. |
| From H1 if exists | Boolean | true | Begins extraction from the H1 tag if present, focusing on main content. |
| Load from pointer | Boolean | true | Loads content starting from the most relevant section based on your query. |
| Hide Resources | Boolean | false | Hides the retrieved resources from being output or displayed. |
| Max Tokens | Integer | 3000 | Sets the maximum number of tokens for the output text. |
| Skip Last Header | Boolean | true | Skips the last header during extraction for streamlined content. |
| Strategy | Dropdown | Include equal size from each documents | Determines how content is combined: concatenate fully or include equal parts from each document. |
| Export Content | Multi-select | All | Choose which HTML elements to export (H1-H6, Paragraph). |
| Include Metadata | Multi-select | Product | Specify which metadata fields to include (e.g., Product, Author, Website, etc.). |
| Verbose | Boolean | false | Enables detailed output for debugging or information purposes. |
| Tool Name | String | (empty) | Optionally assign a custom name to the tool for agent reference. |
| Tool Description | Multiline | (empty) | Provide a description to help agents understand the tool’s purpose. |
Outputs
The URL Retriever provides its outputs in several formats, allowing flexible integration with various AI processes:
| Output Name | Type | Description |
|---|---|---|
| Documents | Message | The processed content from the URLs, ready for use in messaging-oriented workflows. |
| Raw Documents | Document | The raw, unprocessed document objects for advanced downstream processing. |
| Documents As Tool | Tool | The content packaged as a tool, enabling agent-based workflows to utilize the documents. |
Why Use the URL Retriever?
- Integrate External Knowledge: Seamlessly bring web-based information into your AI applications, such as chatbots, search engines, or knowledge bases.
- Customizable Extraction: Fine-tune what content and metadata you want, control the amount of data, and use OCR for images.
- Performance & Efficiency: Use caching to avoid redundant downloads, and limit token output for performance.
- Flexible Output Formats: Choose the output format that best fits your next workflow step—structured document, message, or tool.
Example Use Cases
- Building knowledge-grounded conversational agents that answer questions using up-to-date web content.
- Aggregating product data from e-commerce sites for comparison or analytics.
- Monitoring and analyzing blog or news articles based on specific topics or keywords.
- Extracting information from web pages containing mixed media (text and images).
Summary Table
| Feature | Description |
|---|---|
| Fetches URLs | Retrieves and processes web content from provided URLs. |
| OCR Support | Extracts text from images in documents if enabled. |
| Metadata Extraction | Optionally includes metadata such as author, product, or schema.org types. |
| Customizable Output | Select which HTML elements or metadata to export. |
| Caching | Configurable cache lifetimes for efficiency. |
| Multiple Output Types | Supports message, raw document, and tool outputs for workflow flexibility. |
The URL Retriever is a powerful and flexible bridge between web content and your AI workflows, offering granular control over content extraction and integration.
Examples of flow templates using URL Retriever component
To help you get started quickly, we have prepared several example flow templates that demonstrate how to use the URL Retriever component effectively. These templates showcase different use cases and best practices, making it easier for you to understand and implement the component in your own projects.
Shopify Product Pricing Research AI Agent
This AI-powered workflow helps Shopify merchants analyze competitor products, research market trends, and generate optimized pricing strategies. By combining Sh...
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Sitemap to llms.txt AI Converter
Transform any sitemap.xml into a well-structured llms.txt format using AI. This workflow fetches URLs from a sitemap, retrieves and processes their content, and...
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Summarize Any URL Instantly
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 ...
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Summarize Any URL into Meta Description
Automatically creates an engaging, SEO-friendly meta description for any web page, PDF, YouTube video, or document link by analyzing its content and generating ...
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Top Ranking Content Generator
Generate well-structured web page content based on the analysis of top-ranking Google pages for any keyword. This flow automates keyword research, extracts comp...
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Trending Topics Research Assistant
Discover what people are talking about online around your chosen keyword. This AI-powered workflow researches trending or related topics from recent internet di...
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Turn Any URL Into an Engaging X Post
Automatically transforms the content of any provided URL into a concise, engaging post suitable for X (Twitter), helping marketers and creators quickly boost th...
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URL to Image Prompt Generator
Transform any article or web page URL into a detailed, creative prompt for text-to-image models. This workflow fetches content from a provided URL, analyzes it,...
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Video Transcript Extractor
Generate transcripts from videos by extracting captions from provided URLs. Useful for quickly obtaining readable text from online videos with non-automatically...
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Website & Video Conclusion Generator
Generate concise conclusions from websites, uploaded documents, or YouTube videos using AI. Perfect for quickly summarizing key takeaways and creating article e...
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Website Readability Analyzer
Analyze the readability of any website by inputting its URL. This workflow retrieves the content from the provided URL and evaluates its readability using multi...
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YouTube Description Generator from URL
Automatically generate SEO-optimized YouTube video titles, descriptions, and hashtags from any webpage URL. Perfect for marketers, content creators, and busines...
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YouTube Video Chatbot
Interact with any YouTube video by chatting with its transcript. Instantly extract and query video content to get concise, AI-powered answers to your questions ...
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YouTube Video to Google Slides Presentation Generator
Turn any YouTube video into a professional Google Slides presentation in minutes. This AI-powered workflow extracts content from a provided YouTube URL, analyze...
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YouTube Video to SEO Blog Generator
Automatically generate high-ranking SEO blog posts from YouTube videos. This workflow extracts video transcripts, analyzes top SEO keywords, creates a detailed ...
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Frequently asked questions
- What does the URL Retriever component do?
The URL Retriever fetches and processes content from specified web links, making text and metadata from online documents available for your workflow or AI agent.
- Can it extract content from images or PDFs?
Yes, by enabling the OCR option, the component can extract text from image-based documents or scanned PDFs.
- What types of outputs does it provide?
It outputs processed documents as text messages, raw document objects, or as a tool for agent workflows, depending on your setup.
- How does caching work in URL Retriever?
You can set how long retrieved content is cached, reducing repeated downloads and speeding up your flows.
- Can I control what parts of a webpage are extracted?
Yes, you can specify which headings, paragraphs, or metadata fields to include in the output, allowing for targeted extraction.
- Is this suitable for building knowledge bots or web data automations?
Absolutely. The URL Retriever is essential for any automation or chatbot that needs to read, process, or summarize live web content.
Try FlowHunt URL Retriever
Supercharge your workflows by integrating live web content. Extract, process, and utilize data from URLs with ease.
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