RAG & Knowledge Basesfree

ChatAssistant

by Sergei ByvshevUpdated Aug 2026

RequiresOpenAISlackGoogle Gemini

1/5

STEPS · 14

Starts on an incoming request

On a webhook message, answers via an AI agent using Qdrant vector search and MCP tools, replies over the webhook, and posts to Slack.

AI Email Triage To Slack

On a new Gmail email, posts to Slack, retrieves vector-database context, and generates an OpenAI reply.

Loads Google Drive documents into a Qdrant vector store and answers questions via webhook using OpenAI retrieval QA.

On a Google Calendar event, retrieves context from a vector database and generates an AI summary with OpenAI.