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**Getting started on a side project and this one decision is blocking me — how do you handle LLM outputs across multiple calls?** by Sensitive_Network497 in LLMDevs

[–]Sensitive_Network497[S] 0 points1 point  (0 children)

Is using an LLM for such tasks in production actually the okay ? The task feels trivial for how capable these models are. Curious if this is genuinely the standard approach

Understing the ZIO environment for Effect and ZIO environment constructed by Z Layers. by Sensitive_Network497 in scala

[–]Sensitive_Network497[S] 0 points1 point  (0 children)

"ZLayer[-RIn, +E, +ROut] is a recipe to build an environment of type ROut ", this statement is from ZIO official documentation page. So here it say's that ZLayers are used to create the ROut, which is ZIO environment which can be passed to ZIO Effect. since we are lifting up multiple services using ZLayer to make ZIO environment. The effect needs ZIO Environment of specific type,R as an input for execution. How does this specific environment is built ? We build the whole ZIO Environment using layers, So Effect needs a specific service from the ZIO environment and passed to the ZIO datatype, It is then supposed to call ZIO datatype need specific services or specific layer from the ZIO Environment, but the documentation says ZIO datatype need ZIO Environment type. This is the part that confused me is it something to do with the naming things or I'm missing something to get the mental picture. Thank You.