AI-Powered Autonomous Research Agent
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Transform your research process with this AI-powered workflow that generates comprehensive reports from a simple chat query. It leverages advanced LLMs to formulate search queries, gather information from the web, extract relevant insights, and compile them into a structured, actionable report, automating deep-dive research.
About This Workflow
This n8n workflow revolutionizes how you conduct research, acting as your personal AI research assistant. Starting with just a natural language query via a chat interface, it intelligently generates multiple, precise search queries. These queries are then executed across the web using SerpAPI, gathering a broad spectrum of information. The workflow then skillfully scrapes and analyzes relevant webpages via Jina AI, followed by an LLM-powered extraction process to distill the most pertinent facts. Finally, all extracted context is synthesized into a well-structured, comprehensive research report, delivered in Markdown format, complete with sources. Automate complex information gathering and free up valuable time for analysis and decision-making.
Key Features
- Intelligent Query Generation: Converts broad chat inputs into multiple precise search queries using an advanced LLM.
- Automated Web Search & Scraping: Integrates with SerpAPI for comprehensive web search and Jina AI for smart webpage content extraction.
- AI-Powered Context Extraction: Utilizes LLMs to extract only the most relevant information from scraped content, reducing noise.
- Structured Report Generation: Automatically compiles all findings into a detailed, source-attributed Markdown report.
- Interactive Chat Interface: Initiate complex research tasks simply by providing a natural language query through a chat trigger.
How To Use
- Activate the Chat Message Trigger: Begin by providing your research query directly into the Chat Message Trigger node.
- Configure LLM Access: Ensure your LangChain nodes have access to a suitable Large Language Model, whether through a connected LLM provider like OpenRouter (as demonstrated) or another configured service.
- Provide SerpAPI Key: Input your SerpAPI API key into the credentials to enable comprehensive web searches.
- Set Up Jina AI Credentials: Configure your Jina AI access key for efficient webpage content scraping and analysis.
- Deploy and Interact: Once configured, activate the workflow. You can then submit your research prompts via the configured chat interface to receive your autonomous research reports.
Apps Used
Workflow JSON
{
"id": "c164c50f-6197-42f8-8c4c-f84bc884d585",
"name": "AI-Powered Autonomous Research Agent",
"nodes": 5,
"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.
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ID: c164c50f-6197...
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