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AI search currently computes cosine similarity linearly against all chunks O(N) in memory. For long-term scalability, migrate to a vector DB (Qdrant self-hosted or pgvector if switching to Postgres) to ...

The ScriptureTeachings table (31,100 rows) is precomputed AI-matched excerpts with a complex parallel preload job. Replace with: index GoK4.html through the existing PdfIndexService pipeline (already fully ...

Both mobile (SermonSearchScreen) and web fire a new API call on every identical query with no deduplication or caching. Add React Query on web and simple memoization (or React Query) on mobile so repeat ...

OllamaService sets HttpClient.Timeout = TimeSpan.FromMinutes(5). If Ollama is slow or down, users hang for 5 minutes with no feedback. Reduce to 30s and return a clear error response. 30-minute fix.

Summary Some maintainer reports are not wrong translations in isolation but inconsistent choices within one file, often where document slices meet. This is a follow-up to glossary/protected-term work ...

The current src/adapters/github/internal/ directory uses an opaque internal/ marker that carries no semantic meaning. Inside it are at least five distinct concerns (query pipeline, read services, write ...
adapter layer
refactor

Every AI search call hits LoadAllChunksAsync() which re-queries the DB and deserializes all 768-dim float arrays on every request. Add an IMemoryCache with a short TTL (10-15 min) in SearchService so the ...

Text search runs LIKE %term% queries with no index, causing a full table scan on every search. Add a SQL Server full-text index on PdfChunk.Content via a new migration. Turns text search from O(N) table ...

@google-labs-jules[bot] @Copilot merge conflict detected. Branch sentinel-fix-xss-332685762624379627 conflicts with base. PR: https://github.com/johan-droid/Bob/pull/21
merge-conflict
needs-fix

This issue is to discuss and implement a new game mode for Symon Game.
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ProTip! Restrict your search to the title by using the in:title qualifier.