RAG & Knowledge Basesfree

Slack AI ChatBot : Context-Aware, Replies to Mentions AND also DMs

by Theo MarcadetUpdated Aug 2026

RequiresOpenAISlack

1/5

FLOWS

STEPS · 1

Execution path through the workflow

On a Slack mention or DM, an OpenAI agent with Pinecone memory generates a context-aware reply and posts it back to Slack.

Calendar Slack RAG Assistant

On a new Google Calendar event, posts to Slack, retrieves context from a vector database, and answers with OpenAI.

On a Slack or chat message, a RAG agent retrieves from Pinecone using OpenAI and Anthropic models and replies via Gmail.

On an incoming Gmail or chat message, embeds Slack content into Pinecone and answers queries with OpenAI and Anthropic agents.