Very interesting. LangChain hits a sweet spot for using LLMs as part of …

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This content was posted on 4 Apr 23 by Jim Rutt on Twitter

Very interesting. LangChain hits a sweet spot for using LLMs as part of larger scale orchestrations across multiple systems. Glad they got funding so as to make it a plausible bet for use for serious work.

blog.langchain.dev/announcin… twitter.com/i/web/status/164…

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