Rapid Prototyping with AI
summary
A prototype D&D assistant gets built in TypeScript using local tooling: olama hosts a quantized orca mini 7B V3 (runs on a 2012 MacBook Pro), Chroma serves as a local vector DB for RAG, Versal AISDK streams chat UI, and Lane chain handles retrieval. Function calling is faked with a magic-string dice mechanic to avoid heavy models, Open Interpreter writes and runs helper scripts, and the project repo (guyax AI) plus an Obsidian plugin are published for reuse and iteration.
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chapters (6)
- 0:00Introduction to prototyping
- 1:30Defining the tech stack
- 3:12Tools for local development
- 5:03Implementing vector databases
- 7:08Managing AI functions
- 8:35Advanced tools and wrap-up
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