This automation streamlines the process of gathering, analyzing, and formatting information from public web sources. Upon receiving a text query in chat, the system performs a web search, extracts page content, generates a detailed report with citations, and enhances quality through a multi-agent workflow. Ideal for professionals who regularly produce analytical materials.
## Who it´s for
- Analysts needing to quickly create research reports
- Researchers collecting data from open sources
- Editors and content managers preparing content based on web material
- Consultants requiring fast topic analysis
- Students and educators working on literature reviews
## What the automation does
- Triggers on a new chat message
- Performs a web search using Jina AI
- Extracts URLs and sequentially processes each page
- Summarizes content using Google Gemini
- Aggregates summaries into a structured research report with citations
- Passes the report to a second agent for quality, formatting, and citation accuracy checks
- Delivers the final report back in chat
## What´s included
- Ready-to-use n8n workflow
- Trigger and handler logic powered by LangChain
- Integrations with Jina AI API and Google Gemini API
- Basic setup and adaptation instructions
## Requirements for setup
- n8n account (cloud or self-hosted)
- Jina AI API access key
- Google Gemini API access key
- Configured Python environment (for LangChain execution)
## Benefits and outcomes
- Reduces time to generate analytical reviews to minutes
- Automatic source citation improves result credibility
- Standardized report format simplifies downstream work
- Enables scalable data collection without increasing manual effort
- Supports complex multi-step queries via natural language
- Second-agent review reduces error risk
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.
AI research reports
web content analysis
automated web research
information retrieval from web
cited report generation
Jina AI search
Google Gemini summarization
multi-agent AI workflow
n8n automation workflow
structured research reports
source citation in reports
web page processing
chat-based research assistant
open-source intelligence gathering
literature review automation
competitive analysis AI
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