AI-Powered Autonomous Research Workflow

This template enables fully automated research using AI agents, search engines, and context extraction. A user query triggers the workflow, which then generates precise search queries, collects data from Google via SerpAPI, extracts insights from webpages with Jina AI, and compiles a structured, comprehensive research report. With integrated memory and LLMs, the workflow ensures coherent multi-step reasoning and delivers results in a professional Markdown format.

Features

• Chat Trigger – Start research automatically from a user query.
• AI-Powered Search Query Generation – Uses LLMs to create optimized queries.
• Multi-Source Data Collection – Fetches results via SerpAPI and enriches them with Wikipedia and Jina AI content analysis.
• Context Extraction with LLM – Filters relevant information from raw webpage content.
• Report Generation – Produces a well-structured Markdown research report with headings, key findings, and detailed analysis.
• LLM Memory Buffers – Maintains session context for continuity in both input queries and generated reports.
• Modular Batching – Handles multiple queries and sources efficiently with split/batch processing.
• API Integrations Setup Notes – Includes step-by-step instructions for configuring SerpAPI, Jina AI, and OpenRouter API securely.