Automate systematic literature reviews with Google Drive, GPT-4, Gemini, Qdrant and Airtable

Description

How 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 collections)

Keep detailed descriptions of your inclusion/exclusion criteria in the sticky notes inside your workflow