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One of my specialties is AWS Connect based call centers https://news.ycombinator.com/item?id=47241412 https://news.ycombinator.com/item?id=47241412 I use LLMs
by raw_anon_1111 8mo ago
One of my specialties is AWS Connect based call centers
https://news.ycombinator.com/item?id=47241412 https://news.ycombinator.com/item?id=47241412
I use LLMs to determine what a caller’s “intent” is. I do my best with my initial prompt and then I have the “business” test it and I log phrases that they use.
I then make those phrases my scripted test suite. Any changes in prompts or models get put through the same test suite. In my case, I give my customers a website they can use to test new prompts and takes care of versioning.
I also log phrases that didn’t trigger an intent and modify the prompt and put it back through the suite.
- yelmahallawy 8mo agoDo you play with the temperature/top k parameters at all?
- raw_anon_1111 8mo agoNo. I also use the least sophisticated but fastest model that Amazon hosts - and it hosts all of them except OpenAI models - Nova Lite Going from free text to tool call with parameters in the grand scheme of things is one of the easiest things to do especially when you only have a limited number of tools.
- yelmahallawy 8mo agoMakes sense, simpler=better. Thanks!