RAG & Knowledge Basesfree

OpenRouter, Google Gemini & Mattermost Automation

by Sergei ByvshevUpdated Aug 2026

RequiresOpenRouterGoogle Gemini

Mattermost

1/5

STEPS · 16

Called by another workflow

When triggered by another workflow, runs an OpenRouter agent with Qdrant retrieval and Gemini embeddings and posts responses to Mattermost.

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 chat message, a Gemini agent answers using MongoDB Atlas vector search, OpenAI embeddings, and MongoDB chat memory.

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