RAG & Knowledge Basesfree

VECTORIZE TUSS TABLE

by Thiago Vazzoler LoureiroUpdated Aug 2026

RequiresGoogle Gemini

1/5

STEPS · 8

Run manually by an operator

Manually loads Oracle database records in batches, splits and embeds them with Google Gemini, and stores vectors in PGVector.

Google Docs — OpenAI

On manual run, embeds documents into Qdrant, then generates content with Gemini and OpenAI and writes results to Google Docs.

On manual run, indexes documents into Pinecone, then a Gemini agent retrieves context and writes outputs to Google Docs, Sheets, and Drive.

On manual trigger, answers queries via a Gemini and OpenAI agent over a Pinecone vector store built from Google Docs, Sheets, and Drive.