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

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