An adversarial audit of the piragi -> in-house swap surfaced nine confirmed issues; this fixes all of them. - Re-ingest now REPLACES a source's chunks instead of appending. Add VectorStore.delete_by_source and BaseIndexPlugin.replace_on_reingest (default True), called before add_chunks in both ingest paths. Without it every startup / periodic / manual reindex appended a fresh copy of each doc's chunks, growing the tables unbounded and crowding out distinct results. Conversations opt OUT (replace_on_reingest=False): their many messages share one source URI, so delete-by-source would wipe history. - index_* now honor the plugin IngestResult. The explicit record endpoints (error / standard / decision / review / learning) raise on failure instead of writing a green tracking row for content that never persisted; conversation / journal indexing stays best-effort but skips the tracking row when the embed fails. index_message / index_entry return IngestResult. - A deprecated index type (code) now returns 404 instead of a 500 leaked from _get_plugin's missing-plugin error: add OptimalService.is_index_registered and guard the stats / clear / refresh routes. The panel drops the dead 'Code' category, filter, badge, label, and mock data. - Panel: getContext reads 'results' (matches SearchResponse) instead of a non-existent 'context' field; the reindex toast no longer reports phantom '0 code files'; the stats 'Updated' label uses the max timestamp across indexes rather than indexes[0]; ProactiveContextItem matches the wire shape. - Drop the always-zero per-document chunk_count from the documents API. - Remove dead RAG settings (hybrid_search, cross_encoder) the engine never consumed, and correct stale piragi / BM25 references in code, README, and CLAUDE.md. Delete the unused duplicate roboco/kb embedder package the swap shipped. Adds tests for replace-on-reingest (incl. the conversations carve-out) and the deprecated-index 404.
RoboCo Control Panel
Next.js 16 control panel for the RoboCo AI agent system. Formerly a
separate repository (rennf93/roboco-panel), now vendored under
panel/ in this monorepo so docker compose up -d brings up the
whole stack from one place.
Stack
- Next.js 16 (App Router, standalone output)
- TypeScript
- Tailwind CSS
- Radix UI primitives
dnd-kitfor drag/drop (kanban)- pnpm for package management
Running in production (the normal path)
Use the root-level Docker Compose:
# from the repo root (one level up from this directory)
docker compose up -d
The panel is built as part of the compose stack via
docker/panel.Dockerfile and served internally on port 3000.
Nginx (also in the compose stack) is the single externally-exposed
service on http://localhost:3000 and routes:
/api/*and/ws/*→ orchestrator (FastAPI, port 8000)- everything else → the Next.js panel
The panel uses relative URLs (/api/v1, /ws) so nothing here
needs a backend URL in .env.
Running the panel alone for UI development
cd panel
pnpm install
pnpm dev
That gives you Next dev-server on localhost:3000, but you still need
the orchestrator reachable at localhost:8000 (or via nginx) for API
calls to work. Easiest: docker compose up -d the backend services,
then run pnpm dev against that.
Build scripts
pnpm dev— development server with hot reloadpnpm build— production build (outputs.next/standalone/)pnpm start— run the standalone buildpnpm lint— ESLint
Where things live
src/app/— Next.js App Router pagessrc/components/— React components (organized by feature: tasks, agents, channels, …)src/lib/api/— typed API client (thin wrappers overfetch)src/lib/— constants, utilities, WebSocket hookssrc/types/— shared TypeScript types mirroring backend schemas
Backend schema changes
When the backend changes response shapes, mirror them in src/types/
and the relevant src/lib/api/ module. Keep API paths relative so
nginx routing keeps working.