Always-on grounded retrieval with SearxNG and role-scoped Ollama models (#62).
Phases 1–3: split THINKING/FAST/UTILITY/EMBED models, structured search with SearxNG primary + DDGS failover, fail-open grounding, citations on Prompt + WS frames, single history window with prompt budgeting, and reindex_embeddings.
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@@ -42,6 +42,7 @@ dependencies = [
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"pillow==12.0.0",
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"beautifulsoup4==4.14.3",
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"ddgs==9.9.3",
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"requests>=2.32,<3",
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"httpx==0.28.1",
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"python-dateutil==2.9.0.post0",
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"pytz==2025.2",
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