kerinin.bsky.social
@kerinin.bsky.social
Last week, @vercel.bsky.social announced their AI SDK 3.0 with support for custom LLM tools and per-tool rendering. It might not be obvious that "tools" make for great RAG apps - here's how:
dewykb.github.io/blog/rag-too...
Building a RAG "tool" with Dewy and Vercel's Generative UI components | Dewy
A tutorial showing how to implement retrieval as an LLM-invoked tool with Vercel's Generative UI components library.
dewykb.github.io
March 7, 2024 at 7:20 PM
What do you think - are there good reasons *not* to use Typescript/Javascript to build RAG applications these days?

dewykb.github.io/blog/typescr...
Typescript is a perfect fit for your RAG app | Dewy
Why TypeScript/JavaScript excels in RAG app development, offering rich prompt engineering, seamless API integration, and dynamic UIs for modern web apps.
dewykb.github.io
February 26, 2024 at 8:02 PM
Some collected insights from the RAG apps I've helped put into production, and which have informed the design of Dewy: dewykb.github.io/blog/rag-for...
February 22, 2024 at 3:55 PM
Yes, Dewy works with LangChain too (and makes it a lot easier to build Gen AI apps using your docs)

dewykb.github.io/blog/qa-cli-...
Building a question-answering CLI with LangChain.js and Dewy | Dewy
This guide will walk you through building a question-answering CLI using LangChain.js for prompting, the OpenAI API for the language model, and Dewy as your knowledge base.
dewykb.github.io
February 15, 2024 at 7:07 PM
First post and it's shilling for an OSS project I'm working on. Let's get this party started.

dewykb.github.io/blog/rag-app...
Building a RAG chatbot with NextJS, OpenAI & Dewy | Dewy
This guide will walk you through building a RAG application using NextJS for the web framework, the OpenAI API for the language model, and Dewy as your knowledge base.
dewykb.github.io
February 12, 2024 at 2:06 PM