Leveraging LLMs to Build Intuitive AI Experiences With JavaScript
watch on portal.gitnation.org ↗https://portal.gitnation.org/contents/leveraging-llms-to-build-intuitive-ai-experiences-with-javascriptsummary
Shows how to combine JavaScript and LLMs/generative AI to build interactive AI apps, including using TensorFlow.js (toxicity model and embeddings) and Transformers.js with WebWorkers for in-browser ML. Covers prompt engineering techniques (zero-shot, few-shot, "fuchsia" prompts and context awareness), and discusses backend and offline options such as TensorFlow embeddings for local use.
AI-written summary · about
related talks
36mML at the Heart of JS
46mArtificial Intelligence with JavaScript
34mJavaScript-Powered AI: Crafting Intelligent Systems with LLMs and Vector Databases
15mThe future of machine learning using JavaScript
22mKeynote talk - The future of machine learning & JS
17mState isn't all you need, but It helps: building better LLM apps in the browser
39mMachine Learning Magic for Your JavaScript Application
25mBuilding Your own AI Assistant with JavaScript, LLMs, and Rag