State isn't all you need, but It helps: building better LLM apps in the browser

Опубликовано 21 ноября 2024, 18:01

Hear from Jacob Lee, founding engineer at LangChain to learn about exciting new advances from projects like WebLLM, Transformers.js, and Chrome AI have brought local LLMs closer than ever to anyone with a browser. This has immense potential to expand the frontiers of web development, but these small models are more limited than state-of-the-art hosted models and require more careful considerations around design and prompting.

This talk will focus on addressing these constraints. We'll cover techniques for implementing practical apps that make the most of small models using the powerful toolkit provided by LangGraph.js, a new framework for orchestrating stateful LLM apps.

Explore Langchain.js → goo.gle/40n7rXI

See more Web AI talks → goo.gle/web-ai
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Speaker: Jacob Lee
Products mentioned: AI for the web, Google Chrome Browser, Chrome Browser Automation, Chrome Extensions, Chrome, Chrome Web Platform, Web AI, Web apps, Web Assembly (Wasm), Web Platform in Chrome, WebAssembly for Chrome, WebGPU, CodeGemma, Gemma 2, Gemma, RecurrentGemma, Generative AI, AI, Google AI, Google AI Edge, Responsible AI, Kaggle Models, LiteRT, TensorFlow, Hugging Face Models