Jaroslav Beneš
de178837b8
**Replies now run in the background.** Generation was driven by the SSE request, so navigating away or opening another chat cut the answer off mid-sentence. services/generation.py owns the work as its own task and the SSE endpoint merely follows it. Verified: attached briefly, closed the connection, went to another page -- the reply finished anyway, 832 characters, not marked stopped, auto-titled. Reattaching works because both `render` and `reasoning` frames now carry the whole block rather than a delta. A follower arriving late has no earlier fragments to append to, so deltas would leave it permanently missing the beginning. Verified: attached six seconds in and the first frame already contained 517 characters written while nobody watched. **Unread indicator.** A reply that lands with no follower attached marks its chat unread; the sidebar polls every 10s for out-of-band dot spans plus an HX-Trigger that raises a toast. Polled rather than pushed: a browser sitting on another chat has no connection to the one that finished, and an always-on channel per tab is a lot of machinery for a green dot. `unread_notified` stops the same arrival being announced every tick. Follower count is what decides "was anyone watching", so reading it as it arrives does not mark it unread -- verified both ways. **Stop is the send button.** While a reply is being written the send button becomes a red stop square, found via a MutationObserver on the thread since the composer and the streaming bubble are far apart in the document. The in-bubble Stop is gone. **Attachment border removed.** As asked -- an attachment is a picture, and the frame only ever drew at the wrong width. The anchor now shrink-wraps and the img's width/height attributes are overridden so a small image shows at its own size. Adds PLAN.md: what is built, what is not, known limits, and the decisions that look like oversights until you know the reason. 239 tests, ruff clean. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
172 lines
7.2 KiB
Markdown
172 lines
7.2 KiB
Markdown
# LLeMbas — plan and status
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Where the project is, what is deliberately not built yet, and the decisions
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that would be expensive to revisit. Kept current as work lands; the detail of
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*how* things work lives in [`CLAUDE.md`](CLAUDE.md).
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**Status:** usable daily. Streaming chat, attachments, reasoning, users and
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groups, model administration. 230 tests, `ruff` clean.
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---
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## The shape of it
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A self-hosted web UI for OpenAI-compatible endpoints, written in Python, themed
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after Middle-earth.
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|---|---|
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| Stack | FastAPI + Jinja + htmx + a little Alpine |
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| Build step | none — no Node, no npm, no CDN at runtime |
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| Database | SQLite, schema synchronised additively at startup |
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| Deployment | systemd unit + nginx vhost, one worker |
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These are load-bearing. Dropping the no-build rule or moving off SQLite would
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be a different project, not a refactor.
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---
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## Done
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### Chat
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- [x] Streaming replies over server-sent events
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- [x] **Markdown renders progressively** — re-rendered whole every 100ms rather
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than appending tokens, because a list or code fence is only correct once
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its context exists
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- [x] Syntax highlighting (Pygments), sanitised with nh3
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- [x] **Generation runs in the background** — a task, not the request. Navigate
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away, open another chat, close the tab: the reply keeps being written and
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reattaching replays the whole state
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- [x] **Stop** — the send button becomes Stop while writing; what arrived is kept
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- [x] **Rewind** — edit one of your own turns and the conversation runs on from
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there. Truncates rather than branching
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- [x] Copy, regenerate, automatic chat titles
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- [x] Chats created on first message, so an abandoned composer leaves nothing
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- [x] **Unread indicator** — a green dot and a toast when a reply lands while
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you were elsewhere
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- [x] Folders, arbitrarily nested; deleting one keeps the chats inside it
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### Models and reasoning
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- [x] OpenAI-compatible connections with encrypted keys and model discovery
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- [x] **Reasoning display** — `reasoning_content` and inline `<think>` tags,
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collapsed by default, labelled with how long it took, never replayed as
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context
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- [x] Model admin as a list plus a page per model; scales to hundreds
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- [x] Ordering, pinning (a sidebar shortcut, *not* a reordering), instance
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default, per-user default, images, capability flags
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- [x] Custom model picker showing avatars, descriptions and capabilities
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### Attachments
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- [x] Drag, paste or pick images, PDFs and text files
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- [x] Images downscaled and sent to vision models as content parts
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- [x] PDF and text extracted at upload and placed in the prompt
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- [x] Type decided by inspecting bytes, random names on disk, non-images served
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as downloads with `nosniff`
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- [x] No OCR: a scanned PDF says so rather than silently contributing nothing
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### People
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- [x] Accounts, argon2, revocable server-side sessions, self-service password
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change
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- [x] Users and groups with permissions that **union** rather than override
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- [x] Model access restricted to chosen groups
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- [x] Registration toggle, instance settings stored in the database
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### Prompts
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- [x] Three layers — instance, model, chat — with the most specific winning
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**outright** rather than being concatenated
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### Interface
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- [x] Two themes (`moria`, `shire`) from one set of design tokens
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- [x] Every control sized from `--control-h`, so rows line up by construction
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- [x] Toasts and dialogs of our own; no `window.confirm` anywhere
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- [x] Original SVG artwork generated from a single source
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### Operations
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- [x] Additive schema sync — new tables and columns applied at startup
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- [x] `deploy/` — systemd unit and nginx templates, install and update scripts
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---
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## Not built yet
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In the order they are likely to be worth doing.
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### Tools — built-in, with admin settings
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A tool registry, per-tool settings in the admin area, and tool-calling wired
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through the chat loop. `Model.capabilities_json` already carries a `tools` flag
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that nothing reads. The chat loop currently assumes one request produces one
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reply; tool calling makes it a loop, which is the real work.
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### Custom tools and MCP servers
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An MCP client managing configured servers, their tools surfaced alongside the
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built-in ones. Depends on the tool loop above.
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### Agentic execution
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Two modes, as originally specified:
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- **local** — subprocess on the machine LLeMbas runs on
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- **remote** — SSH connection profiles, with `shell.run` / `fs.read` / `fs.write`
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Needs a confirmation model before it does anything. Note that the systemd unit
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is deliberately only `ProtectSystem=full` rather than `strict` **because** of
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this — revisit the hardening when the real filesystem needs are known.
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### Image generation
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Left until last from the start, as it needs heavy customisation. ComfyUI is
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already running on this machine and is the obvious first target.
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### Smaller things
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- **OCR** for scanned PDFs
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- **Conversation branching** — `Message.parent_id` exists unused; needs a UI for
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choosing between versions, which is why rewind truncates for now
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- **Web search** as a built-in tool
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- **Chat export** (Markdown, JSON)
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- **Archived chats** — the column exists, nothing surfaces it
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- **Per-user quotas**
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---
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## Known limits
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Worth knowing before they surprise someone.
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**One worker.** The generation registry and the stop mechanism are in-process.
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Running several workers needs that state in the database or a broker, because
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the request following a reply would not necessarily land in the process writing
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it.
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**A restart abandons replies in flight.** Shutdown cancels them and keeps what
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each had. There is no resume.
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**Schema changes are additive only.** New tables and columns apply themselves;
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renames, drops and retypes are manual against the SQLite file. `MANUAL_STEPS`
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in `db/migrations.py` is where such a step gets recorded.
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**Attachments live on disk, unreferenced files are swept at startup.** No
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deduplication, no size quota.
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**Unread is polled every 10 seconds.** A push channel would be more responsive
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but means an always-on connection per tab for the sake of a green dot.
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---
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## Deliberate decisions
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Recorded because each looks like an oversight until you know the reason.
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- **No JavaScript build step.** Browser libraries are hash-pinned and committed.
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A self-hosted tool should work offline and not report page views to a CDN.
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- **Permissions union, never deny.** With denies, "why can this user not do X"
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cannot be answered without simulating every group.
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- **System prompts replace, never stack.** Two layers that disagree give the
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model contradictory instructions and nobody can tell which is losing.
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- **Rewind truncates, does not branch.** Branching needs a UI for choosing
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between versions; "go back and try again from here" is what was asked for.
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- **Pinning is a shortcut, not an ordering.** A picker whose order silently
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differs from the admin screen is confusing.
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- **Images only reach models marked `vision`.** Not graceful degradation: most
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endpoints reject the entire request rather than ignoring an image part.
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- **Markdown rendered server-side.** One code path produces the streamed and
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the stored view, so they cannot disagree.
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- **This repository is public.** Deployment hostnames, ports and paths stay out
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of it; `deploy/` is templates, and the real values live in private notes.
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