RAG & Knowledge BasesproFluxonLab library

Create AI Ready Vector Datasets for Llms with Bright Data, Gemini & Pinecone

by FluxonLab Importadapted from ManualUpdated May 2026

RequiresGoogle Gemini

1/5

STEPS · 17

Run manually by an operator

On manual run, fetches and extracts web content with Google Gemini, then embeds it and upserts the vectors into a Pinecone store.

Gemini RAG Question Answering

On webhook, retrieves context from a Qdrant vector store and answers questions with Google Gemini.

On a webhook query, answers from WordPress content embedded into a Supabase vector store, using OpenAI and Postgres chat memory.

On a webhook query, answers from WordPress content embedded into a Supabase vector store, using OpenAI and Postgres chat memory.