muthuk1
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graphrag-inference-hackathon

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graphrag-inference-hackathon / graphrag /layers

93.7 kB

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1 contributor

History: 9 commits

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

fe766f7 verified 12 days ago

__init__.py

568 Bytes
Wire UniversalLLM into layers __init__ + add benchmark API endpoint for live runs 12 days ago
evaluation_layer.py

12.3 kB
Add Layer 4: Evaluation Layer (RAGAS + custom F1/EM metrics + benchmarking) 12 days ago
graph_layer.py

12.3 kB
Add Layer 1: Graph Layer (TigerGraph schema, GSQL queries, vector search, traversal) 12 days ago
gsql_advanced.py

5.7 kB
Add advanced GSQL queries: PPR scoring, shortest paths, spreading activation, community detection" 12 days ago
llm_layer.py

8.02 kB
Add Layer 3: LLM Layer (generation, entity extraction, keyword extraction, complexity analysis) 12 days ago
novelties.py

26.5 kB
Add GraphRAG novelties engine: PPR scoring, token budget, path pruning, spreading activation, hybrid router, incremental updates 12 days ago
orchestration_layer.py

14.9 kB
Add Layer 2: Inference Orchestration (dual pipeline, adaptive routing, comparison) 12 days ago
universal_llm.py

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