igny8/AI_FILES_ANALYSIS.md

AI Folder Files Analysis

Which Files Are Actually Needed for 3 Active Functions

✅ REQUIRED FILES (All needed for active functions)

1. tasks.py - ✅ REQUIRED

• Purpose: Unified Celery task entrypoint
• Used by: All views (planner/views.py, writer/views.py)
• Dependencies: engine.py, registry.py
• Status: KEEP

2. engine.py - ✅ REQUIRED

• Purpose: Central orchestrator for all AI functions
• Used by: tasks.py
• Dependencies: base.py, tracker.py, ai_core.py, settings.py, models.py
• Status: KEEP

3. base.py - ✅ REQUIRED

• Purpose: Abstract base class for all AI functions
• Used by: All function classes (AutoClusterFunction, GenerateIdeasFunction, GenerateContentFunction)
• Dependencies: None
• Status: KEEP

4. registry.py - ✅ REQUIRED

• Purpose: Function registry with lazy loading
• Used by: tasks.py
• Dependencies: base.py, function modules
• Status: KEEP

5. ai_core.py - ✅ REQUIRED

• Purpose: Centralized AI request handler
• Used by: engine.py, all function classes
• Dependencies: constants.py, tracker.py
• Status: KEEP

6. prompts.py - ✅ REQUIRED

• Purpose: Centralized prompt management
• Used by: All function classes (build_prompt methods)
• Dependencies: None
• Status: KEEP

7. settings.py - ✅ REQUIRED

• Purpose: Model configurations per function
• Used by: engine.py
• Dependencies: constants.py (via ai_processor import)
• Status: KEEP

8. validators.py - ✅ REQUIRED

• Purpose: Validation functions
• Used by: All function classes (validate methods)
• Dependencies: constants.py, models
• Status: KEEP

9. tracker.py - ✅ REQUIRED

• Purpose: Progress tracking utilities
• Used by: engine.py, ai_core.py
• Dependencies: types.py (imported but NOT USED), constants.py
• Status: KEEP (but can remove types.py import)

10. constants.py - ✅ REQUIRED

• Purpose: AI constants (model rates, valid models)
• Used by: ai_core.py, settings.py, validators.py
• Dependencies: None
• Status: KEEP

11. models.py - ✅ REQUIRED

• Purpose: AITaskLog database model
• Used by: engine.py (for logging), admin.py
• Dependencies: AccountBaseModel
• Status: KEEP

12. apps.py - ✅ REQUIRED

• Purpose: Django app configuration
• Used by: Django (app registration)
• Dependencies: admin.py
• Status: KEEP

13. admin.py - ✅ REQUIRED (Optional but recommended)

• Purpose: Django admin interface for AITaskLog
• Used by: apps.py (auto-imported)
• Dependencies: models.py
• Status: KEEP (useful for debugging/admin)

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❌ UNUSED FILES (Can be removed)

1. types.py - ❌ NOT USED

• Purpose: Type definitions (StepLog, ProgressState, AITaskResult dataclasses)
• Used by: tracker.py (imported but never instantiated)
• Actual usage: None - tracker.py uses plain Dict types instead
• Status: SAFE TO REMOVE
• Action: Remove file and remove import from tracker.py

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Summary

Files to KEEP (13 files):

1. ✅ tasks.py
2. ✅ engine.py
3. ✅ base.py
4. ✅ registry.py
5. ✅ ai_core.py
6. ✅ prompts.py
7. ✅ settings.py
8. ✅ validators.py
9. ✅ tracker.py
10. ✅ constants.py
11. ✅ models.py
12. ✅ apps.py
13. ✅ admin.py

Files to REMOVE (1 file):

1. ❌ types.py - Imported but never used

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Action Items

1. Remove types.py - File is not used
2. Remove import from tracker.py - Remove from igny8_core.ai.types import StepLog, ProgressState (line 8)

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Verification

All other files are actively used in the execution flow:

• tasks.py → registry.py → engine.py → base.py (function classes)
• engine.py → ai_core.py → constants.py
• engine.py → tracker.py → constants.py
• engine.py → settings.py → constants.py
• engine.py → models.py (AITaskLog)
• function classes → prompts.py, validators.py
• apps.py → admin.py → models.py