joshsoftware / joshsoftware/zaban
Implement Model Preloading and Caching System
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- Python
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Description
Currently, models are loaded on first request which causes significant delays (30-60 seconds). Implement a comprehensive model preloading and caching system to ensure fast response times for all AI4Bharat services.
Acceptance Criteria
- [ ] Implement model preloading at application startup
- [ ] Add model caching mechanism to prevent reloading
- [ ] Add model warmup endpoints for manual preloading
- [ ] Implement model health checks and auto-reloading
- [ ] Add model memory management and cleanup
- [ ] Add configuration for model preloading behavior
- [ ] Add model loading progress indicators
- [ ] Add model versioning and updates
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