Chase: Passive background insight extraction will drive AI personalization memory
Harrison Chase · No Priors Ep. 57 | With LangChain CEO and Co-Founder Harrison Chase · Mar 28, 2024 · at 9:26
LangChain CEO Harrison Chase discusses different technical approaches to agent memory with Elad Gil on No Priors.
0:00 / 0:13exact quote · 13.4s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“I also think one thing that I'm bullish on is a more kind of, like passive background process that kind of looks at conversations and almost, like, extracts insights. And then you can use those insights in kind of, like, future conversations.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Harrison Chase
Chase: Open-source models still lag behind Claude 3 and GPT-4
“Like there's, I think we see increasingly interest in open source, but the reasoning abilities are still just like lagging behind Cloud three or GPT four. And I think like for a lot of the applications that it kind of, it probably depends on the types of appli…”
Chase: Long context windows will not replace chaining and AI agents
“There are also things where it requires iterations. You need to like decide what to do, interact with the environment, get that back. So this whole idea of chaining and agents, I don't like,
That's less around context windows and more around interacting with t…”
Chase: Needle-in-a-haystack benchmarks fail to represent real RAG reasoning
“That, that actually really doesn't reflect a lot of RAG use cases in, in my opinion, because like that's the needle in the haystack is like, okay, given this long context, can I find a single information point? But oftentimes RAG is about seeing multiple infor…”
Chase: AI agent memory is extremely nascent and lacks interesting developments
“I feel it's like a field that's just, like, super, super nascent. Like, I don't, I actually am underwhelmed at the amount of, like, really interesting stuff that's going on there.”