Automate Web Scraping and AI Analysis with Gemini and Telegram
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This workflow automates web scraping and content analysis using Google Gemini. Triggered via Telegram, it scrapes specified web pages, processes the content with AI, and delivers structured insights back to you.
About This Workflow
Unlock the power of AI-driven web intelligence with this comprehensive n8n workflow. Designed for efficiency, it seamlessly integrates with Telegram to initiate tasks, Google Gemini for advanced natural language processing and analysis, and robust web scraping capabilities. The workflow intelligently handles single-page or multi-page scraping, ensuring you capture all relevant data. It then leverages Gemini to analyze the scraped content, extract key information, and even structure the output for easier consumption. Finally, results are delivered back to you, making complex data extraction and analysis automated and accessible.
Key Features
- Telegram Integration: Initiate scraping and analysis directly from Telegram.
- Dynamic Web Scraping: Supports both single-page and multi-page scraping.
- AI-Powered Analysis: Utilizes Google Gemini for intelligent content understanding and extraction.
- Structured Output: Delivers analyzed data in a clear, organized format.
- Automated Delivery: Receives results conveniently via Telegram.
How To Use
- Connect Telegram: Configure the
User Request - Telegramnode with your Telegram bot credentials. - Define Scraping Parameters: Set up the
Sets url and no of pagesnode to specify the target URL and the desired number of pages to scrape. - Configure Scraping Logic: Adjust the
If page 1 (true) or more than 1 (false)node to dictate whether to use the single-page (Scrape One Page - user /scrape endpoint) or multi-page (Scrapes more than one page - uses /crawl endpoint) scraping method. - Integrate AI Analysis: Connect your Google Gemini API key to the
Google Gemini Chat Modelnodes and configure theBasic LLM Chainnodes to define the prompts and instructions for content analysis and structuring. - Output and Delivery: Configure the
Convert to Filenodes to format the analyzed data and theTelegramnode to send the final results back to your Telegram chat.
Apps Used
Workflow JSON
{
"id": "3218597e-cda2-40c7-9a84-0816f3cd583d",
"name": "Automate Web Scraping and AI Analysis with Gemini and Telegram",
"nodes": 13,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 3218597e-cda2...
About the Author
SaaS_Connector
Integration Guru
Connecting CRM, Notion, and Slack to automate your life.
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