Directory Structure
content/RAGv2/
├── index.md # Project root and landing page
├── DIRECTORY_STRUCTURE.md # This file
├── core/ # Overarching logic and wrappers
│ ├── system-architecture.md # Parent-Child concept
│ └── all-in-one-wrapper.md # rag_complete.py documentation
├── ingestion/ # Data processing
│ ├── data-pipeline.md # rag_ingest.py processing flow
│ └── chunking-strategy.md # Chunk sizes and sliding window
├── database/ # Storage and retrieval
│ ├── vector-store.md # FAISS vector index
│ └── document-store.md # Pickle files for raw text and mapping
├── inference/ # Querying
│ └── chat-engine.md # rag_inference.py and memory swaps
├── configuration/ # Tuning
│ └── hyperparameters.md # LLM and Chunking parameters
└── references/ # External docs
└── external-resources.md # Official library documentation URLsLast Updated: 2026-05-01