Benchmark: add LLM-as-a-Judge + BERTScore (hackathon 30% accuracy criterion)

Improve latency: parallel LLM calls, embedding cache, client reuse

Add .gitignore, dataset metadata, retrieval layer, and latest web/graphrag updates

Add benchmark API route for live benchmark runs from dashboard