GraphRAG Benchmark

Benchmark

Compare LLM-only, Basic RAG (ChromaDB), and GraphRAG (NetworkX).

Final Benchmark Summary

Accuracy, efficiency, and cost from the 2M-token scientific benchmark.

Run the full benchmark workflow to populate final_summary.json.

Query

Run all pipelines against the same prompt.

GraphRAG showcase queries
Tip: use terms from the title/abstract for more stable comparisons.
LLM Only
No result
Basic RAG
No result
GraphRAG
No result

GraphRAG Details

Hybrid retrieval trace, graph expansion, and selected chunks.

Run a query to see graph details.