# 🔍 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)