Build a RAG Discord chatbot in 10 minutes

Code tutorial for a Discord RAG Chatbot!

Good morning everyone!

Since I’ve been involved in building many LLM and RAG-based applications and courses, I wanted to find the best, cheapest and easiest way possible to build an RAG chatbot hosted on Discord, which I use daily.

I’ll show you how I got a chatbot running in under 10 minutes (no exaggeration) that can answer any question about your data, which can be a class textbook, company data, or anything else you want. The bot can either use your OpenAI key to leverage GPT models, as I’ll do, or open source models with any HuggingFace hosted models. And, as a bonus, the bot's Discord release is even included in this 10-minute deployment.

P.S. the data gathering and pre-processing parts are not included in this 10-minute deadline!

P.S.2. I think it is a pretty cool and free project; thanks to PostGresML for building this amazing product for us! Check out their platform.

Learn more in the video:

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Thank you for reading, and I wish you a fantastic week! Be sure to have enough sleep and physical activities next week!

Louis-François Bouchard