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Merge branch 'feature/bm25'

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Chris Coutinho
2025-11-16 07:57:36 +01:00
parent d1fb7eb633 fc6a2f14e4
commit 2aa82d849c
18 changed files with 1033 additions and 1099 deletions
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pyproject.toml
+2 -1
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@@ -12,7 +12,7 @@ keywords = ["nextcloud", "mcp", "model-context-protocol", "llm", "ai", "claude",
dependencies = [
"mcp[cli] (>=1.21,<1.22)",
"httpx (>=0.28.1,<0.29.0)",
"pillow (>=12.0.0,<12.1.0)",
"pillow (>=10.3.0,<12.0.0)", # Compatible with fastembed
"icalendar (>=6.0.0,<7.0.0)",
"pythonvcard4>=0.2.0",
"pydantic>=2.11.4",
@@ -22,6 +22,7 @@ dependencies = [
"aiosqlite>=0.20.0", # Async SQLite for refresh token storage
"authlib>=1.6.5",
"qdrant-client>=1.7.0",
"fastembed>=0.4.2", # BM25 sparse vector embeddings for hybrid search
# Observability dependencies
"prometheus-client>=0.21.0", # Prometheus metrics
"opentelemetry-api>=1.28.2", # OpenTelemetry API