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Phased Plan for piloting LangSmith - Coggle Diagram
Phased Plan for piloting LangSmith
Phase 1: Understand Requirements
Read Framework Documentation
Identify current pain points ie. Speed,Integration,UI
Understand current metrics and evaluation flow
Phase 2: LangSmith setup & Evaluation
Report throughout
measure metrics ie latency,error,and memory
load small,medium,and lard QnA dataset
setup LangSmith locally
document comparisons in table with current solutin
Phase 3: Integration Testing
Test LangSmith w/ vector store retriever
Try running a basic QnA retrieval + evaluation cycle:
Submit a query to retriever
Get response
Pass to LangSmith for evaluation
Log results
LangSmith integration points
Understand pipeline
Log issues and blockers
Test with real documents
Phase 4: Dashboard & metric UX
Compare UX with existing
Test key features
error analysis
export (CSV,JSON,HTML)
metric
Phase 5: Report
Write a Summary (performance, integration,UX)
Go/ No-go?
Recommend additional tools or metrics