LangSmith or Instill Tech? A Comprehensive Review

Observability for LLM apps

Testing for LLM apps

Open-source SDK

Flexible integration

Adaptable to different implementations

App-level usage stats

Real-time behavior monitoring

Stochastic nature of LLMs

Unit testing facilitation

Test datasets creation

No-code/low-code platform

Works with unstructured data

Open-source platform

Adaptable interface

Diverse data source connection

Allows tailored logic deployment

Supports text

image

video

PDF

Limited to LLM applications

Restricted early access

Beta version risks

Relies on flexible adaptation

No standalone testing environment

Stochastic nature uncertainty

Requires explicit integration

Dataset curation needed

Observability depends on adaptation

No mention of cross-platform compatibility

No real-time collaboration feature

Interface not beginner-friendly

Unreliable speech response function

Limited data source compatibility

Lacks extensive model documentation

Limited customization options

Slower deployment times

Requires frequent manual updates

Limited third-party integrations

No multi-language support