# Intel Arc-Optimized LLM Environment # For Intel Core Ultra 7 with Arc Graphics + NPU + 64GB RAM # Core ML Libraries torch>=2.1.0 intel-extension-for-pytorch>=2.1.0 transformers>=4.35.0 accelerate>=0.24.0 optimum[openvino]>=1.14.0 sentence-transformers>=2.2.2 # DuckDB + Extensions duckdb>=0.9.2 duckdb-engine>=0.9.5 # Vector Search faiss-cpu>=1.7.4 numpy>=1.24.0 # Hugging Face datasets>=2.14.0 huggingface_hub>=0.19.0 # Data Processing pandas>=2.0.0 pyarrow>=14.0.0 polars>=0.19.0 # Utilities loguru>=0.7.0 tqdm>=4.66.0 python-dotenv>=1.0.0 # SQL sqlalchemy>=2.0.0 # Optional: Quantization bitsandbytes>=0.41.0