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Caution Review failedThe pull request is closed. WalkthroughThis pull request refactors the quiz and explanation generation architecture from a Bedrock-based asynchronous workflow coordinated via Redis pub/sub to a simpler GPT API batch processing model. It removes Bedrock-specific adapters, introduces new batch and single-request adapters for OpenAI, restructures prompt templates from procedural guidance to schema-focused specifications, and updates service layers to use the new batch processing flow with references support. Changes
Sequence DiagramsequenceDiagram
participant Router
participant Service as ExplanationService
participant Adapter as request_single.py
participant GPT as OpenAI Client
participant Response as Response API
Router->>Service: generate_specific_explanation(request)
activate Service
Service->>Service: Build selection_text & prompt
Service->>Adapter: request_responses_output_text(gpt_content)
activate Adapter
Adapter->>GPT: get_gpt_client()
GPT-->>Adapter: OpenAI client
Adapter->>Response: Send with model, messages, tools
activate Response
Response-->>Adapter: resp with output_text or output[]
deactivate Response
Adapter->>Adapter: Extract text (fallback traversal)
Adapter-->>Service: combined_text
deactivate Adapter
Service->>Service: Create references list
Service-->>Router: SpecificExplanationResponse
deactivate Service
Router-->>Router: Return response
sequenceDiagram
participant Router
participant Service as GenerateService
participant Adapter as request_batch.py
participant ThreadPool as asyncio.to_thread
participant GPT as OpenAI Client
Router->>Service: generate(generate_request)
activate Service
Service->>Service: Chunk text, enforce schema
Service->>Service: Build batch requests[]
Service->>Adapter: request_text_batch(requests)
activate Adapter
par Concurrent Processing
Adapter->>ThreadPool: to_thread(request_chat_completion_text)
ThreadPool->>GPT: Chat completion API call
GPT-->>ThreadPool: response text
ThreadPool-->>Adapter: result
end
Adapter->>Adapter: Aggregate results
Adapter-->>Service: List[Optional[str]]
deactivate Adapter
Service->>Service: Parse, filter, map to GeneratedResult
Service-->>Router: List[ProblemResponse]
deactivate Service
Router-->>Router: Return quiz generation
Estimated code review effort🎯 4 (Complex) | ⏱️ ~60 minutes Areas requiring extra attention:
Poem
✨ Finishing touches
🧪 Generate unit tests (beta)
📜 Recent review detailsConfiguration used: defaults Review profile: CHILL Plan: Pro 📒 Files selected for processing (17)
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✅ 체크 리스트
Summary by CodeRabbit
New Features
Bug Fixes
Refactor
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