talks

How to work with generative AI in JavaScript

These are the slides for Phil Nash’s workshop “Build with generative AI in JavaScript”.

> The slides <

Links

• The example app

Getting started

• Artificial Analysis - model comparisons
• Getting started with the Gemini API
• OpenAI’s tokenizer example
• Gemini model parameters
• Prompt engineering with Gemini
• Google Whitepaper on prompt engineering

RAG

• What is Retrieval-Augmented Generation?
• Embeddings with Gemini
• Astra DB Vectorize
• Get started with Astra DB
• Chunking text in JavaScript
• Clean up HTML content for RAG with Readability.js
• Creating vector embeddings in Node.js

Agents

• Google Whitepaper on Agents
• Agents in Langflow
• Create your first agent

Libraries and tools

• Promptfoo
• LangChainJS
• LlamaIndexTS
• LangFlow
• Vercel ai SDK

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• Follow Phil at https://philna.sh/links
• Learn more about DataStax and Astra DB