RAG & Knowledge Basesfree

WhatsApp Virtual Agent with Gemini AI Handles Text & Voice with Knowledge Base

by AkshayUpdated Aug 2026

RequiresGoogle Gemini

1/5

STEPS · 15

Starts on a Whats App event

On an incoming WhatsApp message, answers text and voice queries with a Gemini agent grounded in a Pinecone knowledge base.

Drive Document Chat Agent

When files are added to Google Drive, embeds them into Pinecone with Gemini, letting a chat agent answer questions over the documents.

On a WhatsApp message, an OpenAI agent answers using an in-memory vector store with conversation memory and replies via WhatsApp.

On a Notion page event, splits page content and embeds it with Google Gemini into a Pinecone vector store.