mrleo1nid/swarm-assistent
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Ship Assistent disk persist, park LLM, and memory UI cleanup.

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Split the extension into partials, persist chats on the data volume, park/warm the chat model around Generate, and drop dual raw/persona dump paths.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
Leonid Pershin
2026-08-22 01:03:40 +03:00
co-authored by Cursor
parent 880e2dbea2
commit 8702b64e12
12 changed files with 1192 additions and 114 deletions
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README.md
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@@ -2,7 +2,7 @@
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.
**Version 0.8.1** — Chats live on disk (`Assistent/chats/`), the chat model is **parked out of VRAM** before every Generate, memory + wanted queue are editable in ⚙, Ollama health sits in the chat header. Vector memory is shared + personal: personal never leaks into shared; shared is visible to every persona; personal overwrites the same kind+key.
**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.
## Layout
@@ -48,7 +48,8 @@ Two layers in `memory/assistent.sqlite` (`persona` column; empty = shared):
- **Shared** — `Config/_base/memory-seed/`, model cards, `scope: "shared"` upserts. Visible to every persona.
- **Personal** — `Config/personas/<id>/memory-seed/` and chat upserts (default). Never copied into shared. Other personas do not retrieve it.
- Retrieve = shared ∪ this persona (and `extends` parents). Same `kind`+`key`: personal overwrites parent overwrites shared. Forget without `scope` only drops the personal overlay.
- Retrieve = shared ∪ this persona (and `extends` parents). Hybrid **FTS5 + cosine**, kind quotas (e.g. 3 cards / 3 pitfalls / 4 notes), `min_score`. Same `kind`+`key`: personal overwrites parent overwrites shared.
- Tools: `memory_get`, `memory_search`, `lookup_tags` (Danbooru csv in `Data/Autocompletions`, FTS, **no embeddings**).
- SQLite + Ollama `/api/embed` (default `nomic-embed-text`, pick in ⚙)
- Soft notes only — Exact and the user beat RAG for params
- ⚙ → **Память** lists every row (scope · source · date) with a per-row forget; bundled rows are read-only because reseed brings them back
@@ -133,8 +134,10 @@ Restart / rebuild SwarmUI after clone. gpu-rent: `seed-extensions` + restart.
| `AssistentEnqueueWanted` / `AssistentListWanted` | Wanted YAML queue (write / read + count) |
| `AssistentGetTaste` / `AssistentSaveTaste` | Persistent taste profile |
| `AssistentSearchCivitai` | Civitai LoRA search |
| `AssistentChat` / `AssistentChatWS` | Chat (+ memory retrieve + Civitai hop) |
| `AssistentChat` / `AssistentChatWS` | Chat (+ hybrid memory + Civitai/tag hops) |
| `AssistentListMemory` / `AssistentUpsertMemory` / `AssistentForgetMemory` | Vector store (optional `scope` / `persona`) |
| `AssistentSearchMemory` / `AssistentGetMemory` | Hybrid search / exact kind+key |
| `AssistentLookupTags` | Danbooru csv FTS (no embeddings) |
| `AssistentListChats` / `AssistentGetChat` / `AssistentSaveChat` / `AssistentDeleteChat` | `Assistent/chats/<id>.json` |
| `AssistentGetUiState` / `AssistentSaveUiState` | `Assistent/ui-state.json` |
| `AssistentParkLlm` / `AssistentWarmLlm` | Unload / reload the chat model in VRAM |