style(rmi-backend): complete lint cleanup — 1175→0 ruff errors
- Fix 71 invalid-syntax files (class-body newline-broken assignments) - Add from/None chain to 307 B904 raise-without-from sites - Add B008 ignore to ruff.toml (already in pyproject.toml) - Noqa F401 on __init__.py re-exports (137 sites) - Noqa E402 on deferred imports (63 sites) - Bulk-add stdlib/FastAPI/project imports for F821 (127 sites) - Replace ×→x, –→-, …→... in docstrings (4093 chars) - Manual refactor of 5 SIM103/SIM116 patterns Tests: 791 passed (66 deselected due to pre-existing Redis issues in test_rag.py) Co-authored-by: opencode <opencode@rugmunch.io>
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@ -1,10 +1,10 @@
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"""
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Graph RAG — Community detection + narrative summaries from Knowledge Graph.
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Graph RAG - Community detection + narrative summaries from Knowledge Graph.
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Extends the existing Redis-backed Knowledge Graph (5,614 nodes) with:
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1. Label propagation community detection — find scammer rings, exchange clusters
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2. Community narrative synthesis — LLM-generated summaries per cluster
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3. Graph-augmented retrieval — expand queries with community context
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1. Label propagation community detection - find scammer rings, exchange clusters
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2. Community narrative synthesis - LLM-generated summaries per cluster
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3. Graph-augmented retrieval - expand queries with community context
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Produces structured community reports that answer:
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"What scammer rings are active right now?"
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@ -113,7 +113,7 @@ async def detect_communities(
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)
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result = []
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for comm_id, (label, members) in enumerate(sorted_communities[:max_communities]):
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for comm_id, (label, members) in enumerate(sorted_communities[:max_communities]): # noqa: B007
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if len(members) < min_community_size:
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break
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