From 0c3dfb35641d76eda6f1e7d3fb33afa409905eb8 Mon Sep 17 00:00:00 2001
From: Roberto <roberto.musso@hpecds.com>
Date: Thu, 30 Apr 2026 00:11:39 +0200
Subject: [PATCH] Update note management from db vector to index

---
 .claude/CLAUDE.md                 | 8 ++++----
 adiuvAI                           | 2 +-
 api                               | 2 +-
 docs/executive_assistant_scout.md | 2 ++
 4 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/.claude/CLAUDE.md b/.claude/CLAUDE.md
index 1a7fbe1..e2d4421 100644
--- a/.claude/CLAUDE.md
+++ b/.claude/CLAUDE.md
@@ -68,7 +68,6 @@ Preload (contextBridge: window.electronTRPC + window.electronAI)
 Main Process (Node.js)
   ├── tRPC router (all CRUD + AI procedures)
   ├── SQLite (better-sqlite3 + Drizzle ORM, WAL mode)
-  ├── LanceDB (vector embeddings, 1536-dim text-embedding-3-small)
   └── LangGraph orchestrator (3 specialist agents, pluggable LLM providers)
 ```
 
@@ -83,7 +82,7 @@ Main Process (Node.js)
 - `src/main/ipc.ts` — Custom tRPC↔IPC bridge
 - `src/main/router/index.ts` — All tRPC routers (~600 LOC)
 - `src/main/ai/orchestrator.ts` — LangGraph intent routing + 3 agents (~991 LOC)
-- `src/main/db/schema.ts` — 6 tables (clients, projects, tasks, checkpoints, notes, taskComments)
+- `src/main/db/schema.ts` — 7 tables (clients, projects, tasks, checkpoints, notes, noteEdits, taskComments)
 - `src/renderer/routes/` — File-based routing (TanStack Router auto-generates `routeTree.gen.ts`)
 - `src/renderer/components/ui/` — shadcn/ui primitives (new-york theme, neutral colors)
 - `src/main/auth/auth-manager.ts` — Login, register, logout, OAuth flow (singleton)
@@ -95,10 +94,11 @@ Main Process (Node.js)
 **Non-obvious details**:
 - `electron-trpc` NOT used — custom IPC bridge in `ipc.ts` + `ipcLink.ts` because electron-trpc bundles tRPC v10 internals
 - Vite configs use `.mts` extension to avoid ESM/CJS conflicts with electron-forge
-- `forge.config.ts` has complex cross-compilation hooks (downloads platform-specific native binaries for better-sqlite3 and LanceDB)
+- `forge.config.ts` has complex cross-compilation hooks (downloads platform-specific native binaries for better-sqlite3)
 - DB has no foreign key constraints — cascade deletes in tRPC procedures
 - Timestamps are milliseconds (`Date.getTime()`), not ISO strings
-- Notes auto-embed to LanceDB on create/update (fire-and-forget, errors swallowed)
+- Notes use `aiSummary` index (≤250 char, backend gpt-4o-mini) for AI navigation — LanceDB fully removed
+- AI note edits go through `noteEdits` HITL table; AI calls `propose_note_edit`, user approves/rejects in UI
 
 **Settings Page (shared Electron + Web)**:
 - Settings page runs in **both** Electron and standalone web SPA (future landing-page portal). Same React components — no duplication.
diff --git a/adiuvAI b/adiuvAI
index d0b344b..df8cbb5 160000
--- a/adiuvAI
+++ b/adiuvAI
@@ -1 +1 @@
-Subproject commit d0b344beece9eb22f787bdc1ee7c46f302515fb5
+Subproject commit df8cbb5c35464a02ed9d84f7c3b888002ca13843
diff --git a/api b/api
index c20c6d7..6f4c68b 160000
--- a/api
+++ b/api
@@ -1 +1 @@
-Subproject commit c20c6d7853ec5259a92ab7c01841c90e39382fee
+Subproject commit 6f4c68b3593a54aed3898c3f79892f43e1f32088
diff --git a/docs/executive_assistant_scout.md b/docs/executive_assistant_scout.md
index 314c94e..7085d48 100644
--- a/docs/executive_assistant_scout.md
+++ b/docs/executive_assistant_scout.md
@@ -1,3 +1,5 @@
+Ho bisogno che mi analizzi il documento `./docs/executive_assistant_scout.md`. Si tratta di una proposta di evoluzione del _UNIFIED_PROCESSING. Dovresti valutarla in funzione dell'attuale implementazione e rispondere alle domande nel file. Una volta consolidate le domande, devi generarmi un piano per l'implementazione.
+
 ### Gestione Agenti Autonomi
 
 L'utente deve avere la possibilità di creare degli *Executive Assistant Scout*. Questi agenti devono essere autonomi nella ricerca e nell'estrapolazione di: