Deno's batteries-included JavaScript/TypeScript toolchain + Jupyter = simple way to work with LLMs
View source here: https://github.com/kitsonk/deno-llm
Read the accompanying blog posts:
https://deno.com/blog/the-dino-llama-and-whale
https://deno.com/blog/build-custom-rag-ai-agent
00:00 Intro
00:36 Fundamental concepts
01:00 Setting up
01:50 Building RAG agent
02:40 Pull new models
03:02 Process, parse, convert blog content to vector memory
03:42 Graph of RAG agent steps
04:12 Creating each step
05:25 Putting steps together
05:57 Testing the RAG agent
Resources
- Ollama: https://ollama.com/download
- Deepseek: https://deepseek.com
- Jupyter notebooks: https://jupyter.org
Deno is an all-in-one batteries included JavaScript and TypeScript toolchain.
Website: https://deno.com
GitHub: https://github.com/denoland
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