Add advanced GSQL queries: PPR scoring, shortest paths, spreading activation, community detection"

Add GraphRAG novelties engine: PPR scoring, token budget, path pruning, spreading activation, hybrid router, incremental updates

Wire UniversalLLM into layers __init__ + add benchmark API endpoint for live runs

Add Python universal LLM layer with LiteLLM supporting 12 providers + Ollama

Add 4-tab Gradio Dashboard (Live Comparison, Batch Benchmark, Cost Analysis, Graph Explorer)

Add main entry point (CLI: dashboard, benchmark, ingest, demo)

Add TigerGraph setup script

Add ingestion pipeline

Add benchmark runner

Add Layer 2: Inference Orchestration (dual pipeline, adaptive routing, comparison)

Add Layer 4: Evaluation Layer (RAGAS + custom F1/EM metrics + benchmarking)

Add Layer 1: Graph Layer (TigerGraph schema, GSQL queries, vector search, traversal)

Add Layer 3: LLM Layer (generation, entity extraction, keyword extraction, complexity analysis)

Add configs init

Add layers init

Add settings config

Add package init