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February 21, 2026
patch Core

Fix rag_fetch_all: cast DOUBLE[] to VARCHAR for DuckDB FromSql compatibility

Details

DuckDB's Rust driver doesn't implement FromSql for Vec<f64>. Cast the

embedding column to VARCHAR in SQL and parse the resulting array string

in Rust via a parse_duckdb_array helper.

patch CoreDesktop Shell

Store chunk text in RAG index and remove hardcoded plugin knowledge from chat

Desktop 1.57.4 → 1.57.5 | edd466f6
Details

Add chunk_text column to rag_vectors table so search results include the

original indexed content, not just titles. This enables the AI chat to

reference actual entity details (descriptions, due dates, notes) when

answering user queries.

Changes:

  • Rust: add chunk_text TEXT column to rag_vectors (migration + CREATE TABLE)
  • Rust: pass chunk_text through rag_upsert and return it from rag_search
  • FFI: add chunk_text field to RagUpsertRequest with serde(default)
  • C# RagIndexService: pass chunk.Text through upsert JSON
  • C# RagSearchResult: add ChunkText property
  • C# RagSearchService: parse chunk_text from FFI response
  • C# Chat: replace FormatEntityTypeLabel() hardcoded switch with direct

EntityType usage from RAG results, and format results with truncated

chunk text content (500 chars cloud, 200 chars local)

Removes plugin isolation violation where the shell hardcoded entity type

display names (page->Note, task->Task, etc). Entity types now flow

directly from the plugin-provided ContentChunk.EntityType field.

patch Desktop Shell

Wire RAG semantic search into AI chat flow

Desktop 1.57.3 → 1.57.4 | 7ba06777
Details

The RagSearchService existed but was never called during chat. Now

SendChatMessageAsync runs a semantic search against the RAG vector index

before building the system prompt, injecting relevant entity titles and

types as context. Cloud models get up to 10 results; local models get 5.

Results below a 0.3 cosine similarity threshold are filtered out.

This gives the AI awareness of the user's notes, tasks, contacts, events

and other indexed content when answering questions. (v1.57.4)

patch Desktop Shell

Fix DI resolution failure and wire RAG indexing for local mutations

Desktop 1.57.2 → 1.57.3 | db841a37
Details

Root cause: SeedDataService constructor was changed to internal in a

prior commit, breaking Microsoft DI resolution. This caused

SettingsViewModel construction to throw, leaving all overlay dialogs

(ThemeEditor, ManagePlugins, GitHubDeviceFlow) with null DataContext

and defaulting IsVisible to true on startup.

Fixes:

  • SeedDataService constructor back to public
  • AiMemoryService, AiConversationStore and their model types to public

(required as public constructor parameter types)

  • FallbackValue=False on overlay dialog IsVisible bindings as defense
  • Error logging on SettingsVM lazy construction

RAG indexing fix: local entity CRUD was never triggering embeddings

because RagIndexService only listened for EntitySyncedMessage (P2P

sync only). Now SdkHost broadcasts EntitySyncedMessage after every

local mutation so RAG stays current. Also triggers full re-index

after reseed completes.

Version 1.57.2 → 1.57.3.

patch Desktop Shell

Split AI memories into personal vs data categories with audit UI

Desktop 1.57.1 → 1.57.2 | 4a1c7f77
Details

Add category-aware clear methods (ClearPersonalMemories, ClearDataMemories)

to AiMemoryService so personal memories (preference, personal) survive

data wipe/reseed while data memories (work, other, null) are cleared.

Settings UI now shows memory counts per category with individual clear

buttons, a "View All Memories" toggle to audit stored memories, and

inline edit/delete controls for individual memory entries. Users can

correct misunderstood memories or remove specific ones without clearing

everything.

SeedDataService.ClearAiState() now calls ClearDataMemories() instead of

ClearAll(), preserving user-shared personal facts across wipe/reseed.

Version bump 1.57.1 → 1.57.2.

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