muthuk1
/

graphrag-inference-hackathon

Model card Files Files and versions

graphrag-inference-hackathon / graphrag /layers

Ctrl+K

Ctrl+K

1 contributor

History: 12 commits

muthuk1's picture

Fix #3: Add LLM-as-a-Judge (PASS/FAIL) + BERTScore evaluation — the two hackathon-required accuracy metrics

f486777 verified 9 days ago

__init__.py

568 Bytes
Wire UniversalLLM into layers __init__ + add benchmark API endpoint for live runs 13 days ago
evaluation_layer.py

26.6 kB
Fix #3: Add LLM-as-a-Judge (PASS/FAIL) + BERTScore evaluation — the two hackathon-required accuracy metrics 9 days ago
graph_layer.py

12.3 kB
Add Layer 1: Graph Layer (TigerGraph schema, GSQL queries, vector search, traversal) 14 days ago
gsql_advanced.py

5.7 kB
Add advanced GSQL queries: PPR scoring, shortest paths, spreading activation, community detection" 13 days ago
llm_layer.py

8.02 kB
Add Layer 3: LLM Layer (generation, entity extraction, keyword extraction, complexity analysis) 14 days ago
novelties.py

26.5 kB
Add GraphRAG novelties engine: PPR scoring, token budget, path pruning, spreading activation, hybrid router, incremental updates 13 days ago
orchestration_layer.py

23.3 kB
Fix #2+#4+#6: Add LLM-Only pipeline, wire NoveltyEngine, integrate TG GraphRAG client, 3-pipeline comparison 9 days ago
tg_graphrag_client.py

22.8 kB
Fix #1: Add TigerGraph GraphRAG integration layer wrapping official repo REST APIs 9 days ago
universal_llm.py

13.4 kB
Add Python universal LLM layer with LiteLLM supporting 12 providers + Ollama 13 days ago