Django Project Tutorial: Build an AI Slack Bot | Django, Celery, Upstash, LlamaIndex, OpenAI + more
AI Slack bots are coming in a big way. Learn how to build one yourself in this series.
💻 Code https://github.com/codingforentrepren...
References:
⭐️ Upstash: https://upstash.com/
⭐️ CloudFlare: https://www.cloudflare.com/
⭐️ LlamaIndex: https://www.llamaindex.ai/
⭐️ Django: https://www.djangoproject.com/
⭐️ Celery: https://docs.celeryq.dev/en/stable/ge...
⭐️ Jupyter https://jupyter.org/
New to Django? Python? Watch these:
⦿ Try Django 3.2 (or similar): • Try Django 3.2 - Python Web Developme...
⦿ 30 Days of Python (up to about day 15): • 30 Days of Python ~ Python 3.8+
⦿ Some HTML / CSS Experience is ideal
00:00:00 - Welcome
00:02:03 - Demo
00:04:41 - Requirements
00:06:05 - Public URLs and HTTPs during Development
00:08:28 - Setting up Cloudflare Tunnel
00:15:58 - Django Project Hello Actual World
00:23:33 - Create your Slack Bot
00:25:54 - Slack Bot Event Subscription Verification in Django
00:34:59 - Install Slack Bot and View Slack Messages
00:41:33 - Parse Environment Variables with Python Decouple
00:46:24 - Echo Slack Message with Django + Python
00:54:31 - Message Event Block Text for Raw Value
00:57:08 - Tagging User for Echo Response
00:58:44 - Custom Slack Message Client
01:01:07 - Bot Responses as Messages Threads
01:04:30 - Integrate Celery and Upstash Redis
01:15:54 - Slack Bot Response with a Celery Task
01:21:17 - Chat with a Large Language Model from OpenAI
01:32:00 - Integrate Jupyter and Django
01:35:45 - Chat with a PDF using LlamaIndex
01:44:48 - Persist Index with Vector Store
01:55:17 - Vector Index Chat via Slackbot
02:07:25 - Better Understanding of LlamaIndex Query Engine
02:19:03 - Thank you and next steps
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