The Ledger
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Chase: LangChain and other frameworks lack off-the-shelf Reflexion implementations
“I don't think we have like an off the shelf kind of like implementation of reflection and kind of like the general sense. I think the concepts like absolutely we see used in different kind of like specific cognitive architectures, but I don't think we have one…”
Harrison Chase says TypeScript yields better LLM tool-calling performance than JSON
“I saw some paper that used TypeScript notation instead of JSON notation for tool calling and it got a lot better performance.”
Harrison Chase says OpenAI recommends adding a thought field to tool schemas
“I think open AI even recommended, like when you're doing tool calling, it's sometimes helpful to put like a thought field in the tool along with all the actual acquired arguments and then have that one first. So it fills out that first and then, and that's, th…”