| # 🔍 aipyapp Repository Discovery | |
| ## 📦 **Valuable Components Found** | |
| Analyzing `/home/kill/aipyapp` for integration with LiMp... | |
| ### 🎯 **High-Value Components** | |
| 1. **LiMPS-Eopiez Integrator** (`limps_eopiez_integrator.py`) | |
| - Linguistic + Mathematical processing | |
| - Optimization algorithms | |
| - Fractal cascade processing | |
| - 948 lines of code | |
| 2. **Integrated LLM Trainer** (`integrated_llm_trainer.py`) | |
| - Resource-adaptive training | |
| - TAU-ULS integration | |
| - Cognitive signal processing | |
| - 656 lines of code | |
| 3. **Adaptive Training Workflow** (`adaptive_training_workflow.py`) | |
| - Self-adapting workflows | |
| - Real-time monitoring | |
| - Multi-stage pipeline orchestration | |
| - 741 lines of code | |
| 4. **Chaos LLM Services** (`src/chaos_llm/`) | |
| - API module | |
| - Service infrastructure | |
| - Currently checking services... | |
| 5. **BLOOM Model** (`bloom/`) | |
| - 72 safetensors model files | |
| - Full BLOOM model available locally | |
| 6. **Advanced Components** | |
| - `Cognitive_Communication_Organism.py` (93KB) | |
| - `tau_uls_wavecaster_enhanced.py` (77KB) | |
| - `signal_processing.py` (29KB) | |
| - `tauls_transformer.py` (14KB) | |