Tutorial 3: Complete Python Slack Bot Course#3 Slack AI Bot Memory with MongoDB Atlas | Socket Mode
Welcome to Tech N Code Report with Aymal!
In this video, we continue the Python Slack Bot playlist and add persistent memory to our Slack AI bot using MongoDB Atlas.
In the previous tutorials, we connected the Slack API to Python using Socket Mode and added OpenAI-powered AI replies. Now, we take the bot to the next level by storing conversation history so it can remember context across direct messages, channel mentions, and threaded replies.
We’ll walk through how Slack events are routed, how conversation IDs are created, how messages are stored in MongoDB, and how recent history is passed back into the AI model so the bot can respond with context.
GitHub Repository:
https://github.com/aymalkhalid/Slack-...
What you will learn:
How to add MongoDB memory to a Slack AI bot
How to connect Python to MongoDB Atlas
How to create a free MongoDB Atlas cluster
How to configure database users and access permissions
How to install and use the PyMongo driver
How to store conversation history for Slack messages
How to separate direct message memory from channel thread memory
How to handle Slack app mentions and threaded replies
How to pass recent conversation history into the AI model
How to test contextual memory inside Slack
Timestamps:
0:00 Intro - Tech N Code Report
0:16 Handling Slack App Mentions & Threaded Replies
1:19 Direct Message Routing & Filtering Subtypes
2:46 Setting Up MongoDB Atlas Free Cluster
4:05 Creating a Database User & Access Permissions
5:08 Installing the MongoDB Python Driver
6:21 Managing Conversation History Roles & States
7:14 Testing the AI Bot in Slack Direct Messages
8:28 Testing Bot in Channels & Contextual Translations
10:01 Final Recap: Bot Architecture & Message Routing
This tutorial is useful if you want to build Slack AI assistants, internal company bots, support agents, workflow automation tools, or agentic AI systems that remember previous messages.
Complete Playlist:
• Slack AI Bot with Python | Socket Mode, Op...
Website:
https://aigensols.com
Upwork:
https://www.upwork.com/freelancers/~0...
LinkedIn:
/ aymal-khalid-khan-52537a154
GitHub:
https://github.com/aymalkhalid
#SlackBot #MongoDBAtlas #Python #OpenAI #SocketMode #SlackAPI #AIAssistant #ChatbotDevelopment #PythonTutorial #AIautomation
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