Store Assistent chats, UI state, and taste in sqlite.
Runtime session data belongs in one DB so History can FTS-search and follow the volume; persona overlays and sidecar cards stay files. Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
Leonid Pershin
Cursor
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SwarmUI extension for **collaborative Krea 2** prompting via **Ollama**: chat + board (Generate | Refs tabs), LoRA chips, **persona presets** (`Config/personas/`), **vector memory**, model cards with Civitai fetch, img2img/inpaint, slash commands, auto Generate.
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**Version 0.8.2** — Hybrid memory (FTS5 + cosine, kind quotas, min_score) plus model hops `memory_get` / `memory_search` / `lookup_tags`. Danbooru csv is a shared FTS catalog (no embeddings); Krea prompts stay prose.
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**Version 0.8.3** — Chats, UI state and taste live in `assistent.sqlite` (FTS search in History). Memory stays hybrid FTS5 + cosine. Danbooru csv is a shared FTS catalog (no embeddings); Krea prompts stay prose.
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## Layout
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@@ -24,12 +24,10 @@ Disk overlay (wins over bundled): `/mnt/swarm_data/Assistent/` — same folder l
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```
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Assistent/
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_base/ personas/<id>/ # overlay presets — same names as Config/, sparse
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settings.json # embed_model, base_url, per-persona skills
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ui-state.json # pack / persona / auto_* / pane_width / models — seeds a fresh browser
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taste.json # learned taste profile (wins over localStorage)
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chats/<id>.json # chat history, newest 60 kept
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ollama-roles.json # chat vs memory model tags
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memory/assistent.sqlite # vector store (shared + per-persona)
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settings.json # embed_model, base_url, per-persona skills (config overlay)
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ollama-roles.json # chat vs memory model tags (gpu-rent writes this)
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memory/assistent.sqlite # vector memory + tags FTS + chats + ui_state + taste
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_migrated_json/ # one-shot archive of old chats/*.json, ui-state.json, taste.json
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```
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Copy `personas/cinema/` → `noir/`, edit only differing JSON files. Persona prompt overrides belong in `personas/<id>/` — the old flat `personas.json` is legacy and only read when no overlay folder exists for that id.
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@@ -54,12 +52,13 @@ Two layers in `memory/assistent.sqlite` (`persona` column; empty = shared):
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- Soft notes only — Exact and the user beat RAG for params
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- ⚙ → **Память** lists every row (scope · source · date) with a per-row forget; bundled rows are read-only because reseed brings them back
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## Chats on disk
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- Every chat is written to `Assistent/chats/<id>.json` (messages + a Generate params snapshot), so History survives a cleared browser and follows the data volume across VMs
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- localStorage stays as a fast cache; on first run with an empty `chats/` the old `swarm_assistent_chats_v1` store is migrated up once
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- `ui-state.json` seeds a **fresh** browser only — anything already in localStorage wins, and `auto_download` is never restored as on
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## Chats and runtime KV
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- Every chat (messages + Generate params snapshot) is a row in `assistent.sqlite`, newest **200** kept. History search uses FTS over title + body.
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- First launch after 0.8.3 copies `chats/*.json`, `ui-state.json`, and `taste.json` into sqlite, then archives them under `_migrated_json/`.
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- localStorage stays as a fast cache; on first run with an empty store the old `swarm_assistent_chats_v1` browser history is migrated up once.
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- UI state seeds a **fresh** browser only — anything already in localStorage wins, and `auto_download` is never restored as on
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- `settings.json` and persona overlays stay files (layered merge + git). `.assistent.json` cards stay next to weights.
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## VRAM handover
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- Before every Generate the chat model is unloaded (`keep_alive: 0`) so Krea 2 gets the whole GPU
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@@ -132,14 +131,14 @@ Restart / rebuild SwarmUI after clone. gpu-rent: `seed-extensions` + restart.
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| `AssistentGetCard` / `AssistentSaveCard` | `.assistent.json` cards (+ memory ingest) |
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| `AssistentGetCardMeta` | Local sidecar + optional Civitai by-hash |
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| `AssistentEnqueueWanted` / `AssistentListWanted` | Wanted YAML queue (write / read + count) |
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| `AssistentGetTaste` / `AssistentSaveTaste` | Persistent taste profile |
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| `AssistentGetTaste` / `AssistentSaveTaste` | sqlite `kv.taste` |
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| `AssistentSearchCivitai` | Civitai LoRA search |
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| `AssistentChat` / `AssistentChatWS` | Chat (+ hybrid memory + Civitai/tag hops) |
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| `AssistentListMemory` / `AssistentUpsertMemory` / `AssistentForgetMemory` | Vector store (optional `scope` / `persona`) |
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| `AssistentSearchMemory` / `AssistentGetMemory` | Hybrid search / exact kind+key |
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| `AssistentLookupTags` | Danbooru csv FTS (no embeddings) |
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| `AssistentListChats` / `AssistentGetChat` / `AssistentSaveChat` / `AssistentDeleteChat` | `Assistent/chats/<id>.json` |
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| `AssistentGetUiState` / `AssistentSaveUiState` | `Assistent/ui-state.json` |
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| `AssistentListChats` / `AssistentGetChat` / `AssistentSaveChat` / `AssistentDeleteChat` | sqlite `chats` (optional `q` FTS) |
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| `AssistentGetUiState` / `AssistentSaveUiState` | sqlite `kv.ui_state` |
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| `AssistentParkLlm` / `AssistentWarmLlm` | Unload / reload the chat model in VRAM |
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## License
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