Local AI

Local AI Builder Hub

RAG-ready metadata feeds with clear separation between safe publishable items and manual-review entries.

No cloud-vendor usage limits: this stack is local-first (local models + local RAG). Your practical limits are your own hardware (VRAM/RAM/CPU/storage) and any optional web sources you enable (Brave Search).

Open Data All Resources PDF Library Search Vision Status Windows Worker

Manifest JSON · Search Index · Canonical NDJSON

Model Stack

Multi-model routing: fast, code, tutor, and embedding models.

Cluster Status

Ray control plane + local AI health in one place.

Local AI Swarm

Routes chat + embeddings across local/LAN nodes with backpressure and failover.

Swarm Multi-Agent Test (localhost)

Runs route → draft → safety through swarm routing. Strict loopback only (blocked behind proxies).

Swarm Routing Preview (localhost)

Shows scored node ordering for a given op/model and optional tag preferences. Strict loopback only (blocked behind proxies).

Docs · Status JSON · Models JSON

RAG

Local doc retrieval status and a quick probe query (Weaviate + Ollama embeddings).

JSON

Continuous Improvements

Background jobs for feeds, ingest, and continuous fine-tuning.

Ops Actions

Runs locally (or requires `FIX_API_TOKEN` if remote).

Safe Publishable

Manual Review Required

These entries should remain out of public ingestion feeds until licensing/operational review is completed.