AI bot for Slack that replies to mentions and DMs with…

This automation enables teams using Slack to deploy an AI agent that responds instantly to mentions and direct messages, crafting responses based on conversation history. Built on n8n and LangChain, it ensures accuracy through memory (Pinecone) and response generation via OpenAI.

## Who it´s for
- Teams using Slack for internal communication needing automated replies.
- Project managers aiming to integrate AI assistants into team workflows.
- Support teams in Slack requiring fast response times.
- Developers building context-aware AI bots.

## What the automation does
- Triggers on Slack mentions and direct messages (DMs).
- Routes input to a LangChain AI agent with memory for context analysis.
- Generates contextual replies using OpenAI, storing dialogue history in Pinecone.
- Sends responses back to the original channel or DM thread.
- Supports multi-turn conversations thanks to long-term memory storage.

## What´s included
- Ready-to-use workflow for n8n.
- Trigger logic for Slack mentions and DMs.
- Integrations with Slack API, OpenAI, and Pinecone.
- Basic text guide for setup and adaptation.

## Requirements for setup
- Slack account with bot creation rights and API access.
- OpenAI account (API key required).
- Pinecone account (vector database for agent memory).
- Running n8n instance (self-hosted or cloud).

## Benefits and outcomes
- Reduces employee workload by automating routine replies.
- Accelerates response time in Slack without human intervention.
- Enables context-aware, multi-round dialogues.
- Centralizes conversation knowledge in a vector store.
- Improves efficiency of internal team communication.

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.