데브허브 | DEVHUB | How to build a RAG Agent with Cursor in 80 minutes – FULL TUTORIAL
Definitely watch at 1.5x speed, fellas 🙏
Learn together? Join the free Discord 👉 / discord
Check out AgentStack: https://agentstack.sh/
Check out ChromaDB: https://www.trychroma.com/
Check this blog article for a better explanation about distance functions: https://www.restack.io/p/similarity-s...
TIMESTAMPS
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00:00 - Intro
00:40 - How does it work?
07:50 - Setup virtual environment
09:35 - First look at AgentStack
11:05 - ChromaDB intro
14:20 - Quick look at documentation
15:10 - Create the DB connection
19:00 - Fix vectorization bug
20:30 - Create script for indexing videos
23:12 - Creating YT handler
26:30 - Minor debugging
28:00 - Setup project in Google Cloud Console
29:30 - Getting necessary API keys
31:00 - Testing video indexing script
32:00 - Debugging script
41:16 - How do the DB tables look like?
47:00 - Creating the Agent Crew
53:30 - How to create custom tool in CrewAI
01:00:00 - Minor bug fixes
01:01:00 - AgentStack first test run
01:04:35 - Finishing AgentCrew
01:06:01 - Creating the Bot
01:08:31 - Discord Developer Console
01:09:19 - Connecting the system
01:19:00 - Conclusion
In this video I'm gonna attempt to build a RAG Agent that lives as a bot on my free Discord channel. Now, it's not perfect and I still have to do some testing and fix some bugs, but still. I was able to build it with Cursor.
This was my first time building a RAG agent, but I will probably do it more often in the next few weeks, because Agents will be the next big thing in 2025. So, follow along if you like or just watch it as an edutainment video.
Either way, thanks for taking the time to watch my video. I appreciate it.
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