Building ToolLLM With LangGraph.js

LangTool is inspired by two popular AI papers, Anytool and Toolllm. In this video, we’ll build a smaller version, using LangGraph.js and TypeScript.
Anytool Paper: arxiv.org/abs/...
ToolLLM Paper: arxiv.org/abs/...
You can find the template repository here: github.com/bra...
And the LangGraph.js repo here: github.com/lan...

[@mr.daniish]

Brace just dropped a knowledge bomb! Thank you mate. Love from Pakistan.

[@ibbbyscode]

Awesome tutorial. More of these please 😊

[@arnaudlelong2342]

Thanks for the video, but the audio, buddy?

[@linli6838]

Very nice video

[@abdullahsiddique6393]

Pair this with Generative UI from Vercel and GG

[@gabrielkind2970]

I don't really understand what's different about this than just having one big function that has control logic, possibly with recursive functions. Can you explain why this is useful?

[@Ibbysz]

I don't think I fully understand your question, but the reason why LangGraph is specifically useful is that it essentially forces an LLM to follow a predictable set of reasoning steps. This structure allows the SWE to have a higher level of control over the LLM's actions, which helps reduce hallucinations and inaccurate responses. This is why you often see models like GPT-4 restating your question and known data. It helps the LLM reason better.

[@heyjustinyoung]

100%. I don't understand the value of an overly abstracted toolkit. It's a great explanation I'm just confused why I'd want to use it when I could make something much more simple and accomplish the same goals.

[@sergiychumachenko7823]

if you want to show something, - make it visible. ctrl ++ be enought.