AI-Powered Autonomous Research Workflow
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Automate in-depth research using AI. This workflow generates search queries, scrapes web data with SerpAPI, analyzes content with Jina AI, and synthesizes findings into a comprehensive report.
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About This Workflow
Overview
This n8n workflow automates the process of in-depth research and report generation using a combination of AI and search engine APIs. It starts by taking a user's query and uses a Langchain LLM node to generate multiple search queries. These queries are then used to perform web searches via SerpAPI. The 'Parse and Chunk JSON Data' node processes the search results, and 'Extract Relevant Context via LLM' uses another LLM to pull out key information from the scraped webpages. Finally, the 'Generate Comprehensive Research Report' node synthesizes all gathered information into a structured Markdown report. This workflow solves the problem of manual, time-consuming research by automating the data gathering, extraction, and summarization process, making it highly efficient for complex research tasks.
Key Features
- Autonomous Search Query Generation: Uses LLMs to create precise search queries based on user input.
- Web Data Scraping: Integrates with SerpAPI to fetch search results and page content.
- AI-Powered Content Extraction: Leverages LLMs to identify and extract relevant information from webpages.
- Jina AI Integration: Analyzes web content for deeper insights.
- Automated Report Synthesis: Consolidates findings into a comprehensive Markdown report.
- Modular Design: Utilizes various n8n nodes for distinct functionalities, allowing for easy modification and expansion.
How To Use
- Set up Credentials: Configure your API keys for SerpAPI, Jina AI, and OpenRouter within n8n's credentials manager.
- Trigger the Workflow: Initiate the workflow, likely via the 'Chat Message Trigger', by providing your research query.
- Review Search Queries: Observe the generated search queries from the 'Generate Search Queries using LLM' node.
- Monitor Web Scraping: The 'Perform SerpAPI Search Request' and 'Perform Jina AI Analysis Request' nodes will execute, fetching web data.
- Examine Extracted Context: Review the relevant information extracted by the 'Extract Relevant Context via LLM' node.
- Access the Final Report: The 'Generate Comprehensive Research Report' node will produce a detailed Markdown report based on all gathered data.
Apps Used
Workflow JSON
{
"id": "f59dc6b4-1075-44cc-86cf-e58b770cde3a",
"name": "AI-Powered Autonomous Research Workflow",
"nodes": 0,
"category": "AI & Automation",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: f59dc6b4-1075...
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