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Ready to build your own AI chatbot ?
This beginner-friendly video is your perfect guide!
– Learn how to create a Slack-integrated AI chatbot using Python, FastAPI, LlamaIndex, and Slack API.
– Master Python fundamentals while exploring advanced tools like n8n for workflow automation.
– Follow a structured and comprehensive step-by-step process, ideal for beginners and those refreshing their coding skills.
– Discover how to automate technical queries, fetch accurate documentation answers, and streamline developer workflows.
– Perfect your understanding of practical applications with real-time examples and hands-on guidance.
Kickstart your programming journey with this comprehensive video on building AI-driven solutions! Whether you’re new to coding or looking to expand your Python knowledge, this video has you covered.
Hit play and code along! Like, Subscribe, and hit the notification bell to stay updated on more videos from Euron. Let’s make coding accessible and exciting for everyone!
CHAPTERS:
00:00 – Introduction
01:42 – Project Setup
08:32 – Folder Structure Creation
12:25 – Implementing app.py – Part 1
16:40 – Document Loading
17:35 – ChromaDB Initialization
19:03 – Loading ChromaCollection
21:32 – Converting ChromaCollection to VectorStore
22:16 – Creating VectorStoreIndex
27:15 – Backend Development
30:52 – FastAPI Creation
31:14 – Loading Precomputed Index
33:47 – API Endpoint Definition
36:35 – Running FastAPI Application
40:40 – n8n Setup
48:50 – New Workflow Creation
49:43 – Introduction to Ngrok
49:45 – Webhook Node Overview
52:30 – Exposing Localhost with Ngrok
57:13 – Testing Webhook from Internet
1:04:35 – Fetching Information from Previous Node
1:06:39 – Slack API Setup
1:13:22 – Challenge Parameter Explanation
1:18:38 – Webhook Response Handling
1:21:35 – Bot Events Subscription
1:25:46 – OAuth Permissions Setup
1:31:23 – Bot Testing in Workflow
1:38:05 – Sending Response to Slack
1:42:44 – Workflow Summary
1:45:46 – Streamlit Web UI Addition
1:47:30 – Chatbot Testing in Web UI
1:51:10 – New Workflow for Web UI
2:00:40 – Project Summary
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