How It Works
How It Works This workflow automates end-to-end research analysis by coordinating multiple AI models—including NVIDIA NIM (Llama), OpenAI GPT-4, and Claude to analyze uploaded documents, extract insights, and generate polished reports delivered via email. Built for researchers, academics, and business analysts, it enables fast, accurate synthesis of information from multiple sources. The workflow eliminates the manual burden of document review, cross-referencing, and report compilation by running parallel AI analyses, aggregating and validating model outputs, and producing structured, publication-ready documents in minutes instead of hours. Data flows from Google Sheets (user input) through document extraction, parallel AI processing, response aggregation, quality validation, structured storage in Google Sheets, automated report formatting, and final delivery via Gmail with attachments. Setup Steps Configure API credentials Add OpenAI API key with GPT-4 access enabled Connect Anthropic Claude API credentials Set up Google Sheets integration with read/write permissions Configure Gmail credentials with OAuth2 authentication for automated email Customize email templates and report formatting preferences Prerequisites NVIDIA NIM API access, OpenAI API key (GPT-4 enabled), Anthropic Claude API key Use Cases Academic literature reviews, competitive intelligence reports Customization Adjust AI model parameters (temperature, tokens) per analysis depth needs Benefits Reduces research analysis time by 80%, eliminates single-source bias through multi-model consensus. An n8n automation workflow template by Cheng Siong Chin.
Cheng Siong Chin
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