Automate systematic literature reviews with Google Drive, GPT-4, Gemini, Qdrant and Airtable
n8n template #12827Summary
Use templateHow it works Automates systematic literature review by downloading papers from Google Drive, extracting text, and evaluating them against strict inclusion/exclusion criteria using LLM agents Routes included papers to Qdrant vector stores with Gemini embeddings for semantic search, and excluded papers to a separate folder Logs all decisions to Airtable with PRISMA-compliant justification for complete audit trails Set up steps Connect Google Drive credentials to access your paper folder Configure Airtable base and table for decision logging Add OpenAI (GPT-4) and Google Gemini API credentials for LLM evaluation and embeddings Set up Qdrant instances for vector storage (supports up to 3 collect
Hand off to your agent
Prompt
Help me set up the n8n workflow "Automate systematic literature reviews with Google Drive, GPT-4, Gemini, Qdrant and Airtable" (https://n8n.io/workflows/12827). It uses: Airtable, Google Drive, Code, Basic LLM Chain, OpenAI Chat Model, Structured Output Parser, Default Data Loader, Qdrant Vector Store, Embeddings Google Gemini, Google Gemini Chat Model. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.
Paste into Claude Code and it will do the rest.
Apps and nodes
AirtableGoogle DriveCodeBasic LLM ChainOpenAI Chat ModelStructured Output ParserDefault Data LoaderQdrant Vector StoreEmbeddings Google GeminiGoogle Gemini Chat Model
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