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Features
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Typed knowledge graph powered by NetworkX
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Hybrid full‑text search (BM25 + vector) via QMD
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File compiler that converts PDF, DOCX, PPTX, XLSX, HTML, images etc. to Markdown
No immediate action
v1.2.2
Mixed
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Hybrid search default + feedback tools
No immediate action
v1.2.0
Bug fix
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Hybrid default + QMD fixes
Upgrade now
v1.0.2
Breaking risk
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Dependencies
Breaking upgrade
fastmcp dependency bump
Upgrade now
v1.0.1
Breaking risk
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Dependencies
Breaking upgrade
fastmcp version bump
Review required
v1.0.0
Mixed
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Auth
Authentication, GPU support, CI/CD
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The CVE patches and breaking changes that affected production tools this week. One email, every Sunday.
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