Exploring Schema-Guided Reasoning (SGR)?
Companies big & small in manufacturing, finance, retail, healthcare & more ask: How to evaluate/test SGR agents, compare vs. pipelines, ensure stable routing, and train prompt engineers?
Join survey: tally.so/r/wgBVpN
Schema-Guided Reasoning (SGR) is a structured prompting technique that uses predefined schemas (SO) to guide large language models through explicit reasoning workflows, encoding expert cognitive processes directly into inference.
🏆 Winning RAG Solution
A powerful RAG implementation that analyzes company annual reports through LangChain's framework. Features PDF parsing, multi-LLM support, and advanced retrieval for precise question-answering.
Check out the solution:
github.com/IlyaRice/RAG-C…
I used to make jokes about Grok models of X.AI. First version was ... not good.
Grok-2 made it into 12th place of our LLM Product Benchmark. This was not expected at all.
If we prove that this ChatGPT thing actually works, how can we quickly catch up with it?
How can we employ this new flavour of AI across the company in a pragmatic way?
More on that is in the latest release of ML Under the Hood. abdullin.substack.com/p/enterprise-l…
In less than an hour, I'll be talking on the webinar about LLMs in the business.
Webinar is free. Language - English. Begins at 10:00 CET. Link: abdullin.com/now
Join @vermorel and me!
While the AI tech is very novel, powerful and exciting, if it doesn't solve any real customers problems -- it's completely worthless.
(visual by @abdullin)
A simple ChatGPT example I always present at the start of my AI Coding Workshop.
Draw a screen mockup, copy to ChatGPT and ask to generate the layout. Result is usually usable right away for simple cases.
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