A desktop admin console for Weaviate vector database clusters.
Download WeavyAdmin-1.0.0.dmg from the Releases page, open it, and drag WeavyAdmin to Applications.
First launch: macOS will block the app with a security warning because it is not notarized. To open it:
- Click Done on the warning dialog
- Go to System Settings → Privacy & Security
- Scroll down to the Security section — you will see "WeavyAdmin was blocked"
- Click Open Anyway
This is a one-time step per machine.
Requirements: Python 3.10+
git clone https://github.com/Shah91n/WeavyAdmin.git
cd WeavyAdmin
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python main.pyOptional tools (only needed for Kubernetes / cloud infra features):
| Tool | Purpose |
|---|---|
gcloud + kubectl |
GCP GKE cluster access |
aws + kubectl |
AWS EKS cluster access |
go |
Flame graphs in pod/cluster profiling |
Install these via your system package manager (Homebrew on macOS) and ensure they are on your PATH.
- Dashboard — cluster health, quick-action grid, environment info, and enabled modules at a glance
- Node Details — verbose per-node info table
- Shards Details — all shards with search and filter
- Shards Indexing Status — view every shard replica, bulk set READONLY → READY, multi-select actions
- Shard Rebalancer — COPY/MOVE replica operations, compute and apply a balance plan, monitor replication operations (requires
REPLICA_MOVEMENT_ENABLED=true) - Collection Management — create (Custom Schema or CSV), aggregate, delete
- Schema Diagnostics — cluster health checks, shard consistency, compression and replication analysis
- RBAC Manager — create/edit/delete roles, manage DB users and OIDC groups, assign/revoke roles
- RBAC Report & Logs — aggregated insights and authorization audit log viewer
- Query Agent — natural-language chat interface using the Weaviate Query Agent (Weaviate Cloud only)
- CSV Ingestion — drag-and-drop CSV import with MT and BYOV support
- Backups — create, restore, cancel backups; usage statistics report
- Log Explorer — live-tail Kubernetes pod logs with structured columns and real-time search
- LB Traffic — HTTP Load Balancer / ALB traffic viewer for GCP and AWS
- StatefulSet — live Weaviate StatefulSet dashboard (replicas, resources, env vars, modules)
- Pods — pod list with status, restarts, and age; double-click to open a full Pod Detail tab
- Pod Detail — five-tab pod dashboard: Overview, Containers, Environment, Volumes, Events & Config
- Pod Profiling — Go pprof capture for a single pod with goroutine analysis and optional Claude AI review
- Cluster Profiling — batch pprof capture across all weaviate-* pods with per-pod progress
main.py QApplication setup only
app/
state.py AppState — shared signals (connection_changed, namespace_changed)
router.py Maps (section, tool_name) → view class
main_window.py Mounts sidebar + workspace, connects router
sidebar.py Navigation tree
workspace.py Tab widget with unique-ID deduplication
features/ One package per feature — view + worker, fully self-contained
cluster/ Cluster info, backups, operations, raft
collections/ Create, query, aggregate, update config
config/ Collection configuration viewer
dashboard/ Cluster health overview
diagnose/ Schema diagnostics
ingest/ CSV import
multitenancy/ Tenant availability + lookup
objects/ Read, update, delete objects
query/ Query agent
rbac/ RBAC manager
request_log/ Live HTTP/gRPC request log viewer
schema/ Schema loader
shards/ Shard indexing + rebalancer
infra/ K8s/GCP/AWS views
bridge/ Cloud auth worker
cluster_profiling/ Batch pprof capture across all pods
lb_traffic/ GCP + AWS load balancer traffic views
logs/ Kubernetes log explorer
pods/ Pod list + pod detail views
profiling/ Single-pod pprof profiling
rbac_analysis/ RBAC log analysis
rbac_log/ RBAC audit log explorer
statefulset/ StatefulSet overview
core/
weaviate/ Pure Python Weaviate API wrappers (zero Qt)
cluster/ Backups, health, meta, nodes, shard movement, statistics
collections/ Aggregation, batch, create, delete, update
multitenancy/ MT check, tenant activity, tenant lookup
objects/ Delete, read, update
rbac/ RBAC manager, report
schema/ Diagnostics, schema, shards
infra/ Pure subprocess wrappers for kubectl / gcloud / aws
gcp/ GCP cluster bridge + LB traffic reader
aws/ AWS cluster bridge + LB traffic reader
profiling/ pprof bridge, profile parser, Claude analyzer
connection/ Connection manager
shared/
base_worker.py QThread base with finished / error / progress signals
worker_mixin.py WorkerMixin — single copy
request_logger.py HTTP/gRPC request capture
models/
dynamic_weaviate_model.py QAbstractTableModel for Weaviate object data
styles/
global_qss.py GLOBAL_STYLESHEET + colour constants
infra_qss.py INFRA_STYLESHEET + infra colour constants
dialogs/ Shared QDialogs — not owned by any single feature
res/
images/ App icons and images
| Package | Purpose |
|---|---|
weaviate-client[agents] |
Weaviate API (agents extra included) |
PyQt6 |
GUI framework |
requests |
HTTP operations |
python-dotenv |
Environment variable loading |
| Tool / Package | Feature |
|---|---|
gcloud, kubectl |
GCP GKE bridge |
aws (v2), kubectl, wcs |
AWS EKS bridge |
weaviate-client[agents] |
Query Agent (pip install 'weaviate-client[agents]') |
go |
SVG flame-graphs in Pod/Cluster Profiling |
anthropic |
AI-assisted goroutine analysis (pip install anthropic) |
Configurable in the connection dialog (Timeout Settings tab):
| Setting | Default |
|---|---|
| Init timeout | 30 s |
| Query timeout | 60 s |
| Insert timeout | 120 s |
Increase Query/Insert timeouts if you see WeaviateQueryError: timed out on large datasets.
ruff check --fix .
ruff format .
ruff check .Pre-commit hooks run this automatically on git commit. Config: ruff.toml, .pre-commit-config.yaml.