Adding multi-step interview process

[Swiftyos]

Type

enhancement, bug_fix

---

Description

• Enhanced the interview process handling in the system by introducing new phases and module interactions.
• Updated error handling in AI blocks to improve clarity and specificity.
• Adjusted concurrency settings in AI model configurations for better performance.
• Refactored and enhanced module generation logic to support new interview phases.
• Updated database schema and migrations to support new features and ensure data integrity.

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Changes walkthrough

	Relevant files
Error handling	1 files ai_block.py Update Error Handling in AI Block                                                codex/common/ai_block.py Changed error handling by specifying the object in the error parameter. +1/-1
Configuration changes	1 files ai_model.py Adjust Import Order and Concurrency Limits                              codex/common/ai_model.py Moved the import of dotenv to after tiktoken. Reduced max_concurrent_ops from 1000 to 100 in class and method. +3/-3
Enhancement	8 files agent.py Enhance Interview Agent with New Module Handling                  codex/interview/agent.py Integrated new ModuleGenerationBlock and updated imports. Enhanced the interview response construction with additional details. Added handling for different interview phases and error handling. +234/-18 ai_module.py Refactor and Enhance Module Generation Logic                          codex/interview/ai_module.py Refactored to use new ModuleResponse model. Added method to create a string list of modules. Improved validation logic for module responses. +24/-26  model.py Update Interview Models to Support New Phases                        codex/interview/model.py Updated InterviewResponse to include phase and phase completion. Added new Module and ModuleResponse models. +25/-1    agent.py Update Requirements Agent to Handle New Module Structure  codex/requirements/agent.py Updated imports and handling of modules in requirements generation. Adjusted API route definition to accommodate new module structure. +26/-26  user.j2 Update Interview Module Prompt Template                                    codex/prompts/gpt-4-turbo/interview/module/user.j2 Updated the template to handle user interactions and module definitions. +47/-0    migration.sql Database Migration to Add Interview Phases                              migrations/20240430113004_add_interview_phases/migration.sql Added new enum type InterviewPhase and updated InterviewStep table. +11/-0    migration.sql Database Migration for Module Interactions                              migrations/20240502125138_add_module_interactions/migration.sql Added interactions column to Module table and access_roles to InterviewStep. +11/-0    schema.prisma Update Prisma Schema for Interview Phases and Module Interactions schema.prisma Updated schema to include new fields and relations for interview phases and module interactions. +35/-24

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[linear]

AGPT-715

[Swiftyos]

/describe

[qodo-merge-pro]

PR Description updated to latest commit (c1d1a64)

• Copy walkthrough table to "Files Changed" Tab

[qodo-merge-pro]

PR Description updated to latest commit (fefa160)

• Copy walkthrough table to "Files Changed" Tab

[Swiftyos]

/review

[qodo-merge-pro]

PR Review

(Review updated until commit 6265a80)

⏱️ Estimated effort to review [1-5]	4, due to the extensive changes across multiple files involving complex logic related to state management, database interactions, and module generation. The PR introduces new features, modifies existing functionalities, and impacts several core components of the application, requiring a thorough review to ensure correctness and maintainability.
🧪 Relevant tests	No
🔍 Possible issues	Possible Bug: The reduction of max_concurrent_ops from 1000 to 100 in ai_model.py might lead to performance degradation if not properly benchmarked.
	Logic Error: In agent.py, the function continue_interview might raise an AssertionError which is not handled outside the function. This could lead to unhandled exceptions during runtime.
🔒 Security concerns	No

Code feedback:

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relevant file	codex/common/ai_model.py
suggestion	Consider reverting the change of max_concurrent_ops from 1000 to 100 or ensure that this change is accompanied by performance benchmarks to validate that the new limit does not degrade the system's performance. [important]
relevant line	max_concurrent_ops: int = 100

---

relevant file	codex/interview/agent.py
suggestion	Implement error handling for the AssertionError in the continue_interview function to prevent potential crashes or unhandled exceptions during the interview process. This could involve catching the exception at a higher level and providing a fallback or recovery mechanism. [important]
relevant line	raise AssertionError(f"Error during interview continuation: {e}")

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relevant file	codex/interview/agent.py
suggestion	Refactor the repeated code for generating response_string in continue_feature_phase and continue_architect_phase into a separate method to improve code maintainability and reduce duplication. [medium]
relevant line	response_string = ans.say_to_user

---

[qodo-merge-pro]

Persistent review updated to latest commit 3688aab

[qodo-merge-pro]

Changelog updates:

2024-05-02

Added

• Introduced a multi-step interview process with new phases: FEATURES, ARCHITECT, and COMPLETED.
• Added new database schema updates and migrations to support the multi-step interview process.

Changed

• Enhanced the interview process handling with new module interactions and phase transitions.
• Updated error handling in AI blocks for improved clarity and specificity.
• Adjusted concurrency settings in AI model configurations for better performance.

Fixed

• Refactored module generation logic to support new interview phases and ensure data integrity.

to commit the new content to the CHANGELOG.md file, please type:
'/update_changelog --pr_update_changelog.push_changelog_changes=true'

[qodo-merge-pro]

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file	Changed components
ai_block.py	Test Docs Improve Similar   invoke (method of AIBlock)   +2/-2
ai_model.py	Test Docs Improve Similar   OpenAIChatClient (class)   +3/-3
agent.py	Test Docs Improve Similar   start_interview (function)   +10/-6   Test Docs Improve Similar   continue_interview (function)   +28/-40   Test Docs Improve Similar   continue_feature_phase (function)   +58/-0   Test Docs Improve Similar   continue_architect_phase (function)   +98/-0   Test Docs Improve Similar   apply_module_update (function)   +64/-0
ai_module.py	Test Docs Improve Similar   ModuleGenerationBlock (class)   +59/-0
database.py	Test Docs Improve Similar   get_last_interview_step (function)   +2/-1
model.py	Test Docs Improve Similar   InterviewResponse (class)   +2/-2   Test Docs Improve Similar   Module (class)   +10/-0   Test Docs Improve Similar   ModuleResponse (class)   +10/-0
agent.py	Test Docs Improve Similar   Module (class)   +2/-1   Test Docs Improve Similar   generate_requirements (function)   +16/-17   Test Docs Improve Similar   denfine_module_routes (function)   +7/-8   Test Docs Improve Similar   define_api_spec (function)   +3/-3
database.py	Test Docs Improve Similar   create_specification (function)   +2/-1

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[Swiftyos]

/review

[qodo-merge-pro]

Persistent review updated to latest commit 6265a80