maf-boilerplate

Evaluate agent question/answer behavior with Azure AI Evaluation SDK for Python. Use when: azure-ai-evaluation, Azure AI Evaluation, agent eval, Q/A evaluation, RAG eval, grounded QA evaluation, relevance, groundedness, coherence, fluency, similarity, safety evaluators, simulator, 질문 답변 평가.

Implement, review, migrate, or troubleshoot Microsoft Agent Framework Python observability with OpenTelemetry, traces, logs, metrics, Azure Monitor Application Insights, Aspire Dashboard, console exporters, MCP trace propagation, configure_otel_providers, enable_instrumentation, and GenAI semantic conventions.

Create, update, refactor, explain, or review Microsoft Agent Framework solutions for Python.

Use for Azure AI in Python: Search, Speech, OpenAI, and Document Intelligence. Helps with search, vector or hybrid search, speech-to-text, text-to-speech, transcription, and OCR using Python-first guidance.