Paths in cluster.yaml and command examples are relative to one explicit config folder (Terraform-shaped) — the ./ prefixes were noise and are gone across the user docs (109 instances; ../ links and ./scripts executables untouched). The cluster docs now present directory discovery as the primary queries form with the list and map forms documented alongside. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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Deployment
This doc describes the public runtime contract for self-hosting Omnigraph. It does not include environment-specific secrets, private infrastructure, or internal deploy automation.
Runtime Modes
Omnigraph supports two broad deployment shapes:
- local directory graphs
s3://graphs on AWS S3 or S3-compatible object stores
The server binary and container image expose the same HTTP surface.
The server also has two boot sources: omnigraph.yaml (graph targets
declared in the per-operator config) or a cluster directory
(omnigraph-server --cluster <dir>), which serves the cluster control
plane's applied revision — see
cluster-config.md.
The two are exclusive per deployment; switching is a restart with a different
flag.
Binary Deployment
Build or install:
omnigraphomnigraph-server
On Windows, the binaries are omnigraph.exe and omnigraph-server.exe.
Run against a local graph:
omnigraph-server graph.omni --bind 0.0.0.0:8080
Run against an object-store-backed graph:
OMNIGRAPH_SERVER_BEARER_TOKEN="change-me" \
AWS_REGION="us-east-1" \
omnigraph-server s3://my-bucket/graphs/example/releases/2026-04-10-v0.1.0 \
--bind 0.0.0.0:8080
Cluster Mode in Containers (AWS, Railway)
A cluster-booted deployment serves a cluster directory (config + state ledger + content-addressed catalog + graph data) from a mounted volume — the one structural difference from the stateless S3 single-graph shape, which needs no volume at all. The container contract:
docker run -d \
-v /srv/company-brain:/var/lib/omnigraph/cluster \
-e OMNIGRAPH_CLUSTER=/var/lib/omnigraph/cluster \
-e OMNIGRAPH_SERVER_BEARER_TOKEN=... \
-p 8080:8080 <image>
OMNIGRAPH_CLUSTER is exclusive: combining it with OMNIGRAPH_TARGET_URI,
OMNIGRAPH_CONFIG, or OMNIGRAPH_TARGET fails fast (exit 64), the same
rule the server itself enforces. The image also ships the omnigraph CLI,
so the day-2 loop runs in-container with no omnigraph.yaml:
docker exec -it <container> sh -c \
'omnigraph cluster apply --as <you> --config /var/lib/omnigraph/cluster'
# then restart the container to pick up the applied state
AWS (ECS/Fargate + EFS)
- Push the image to ECR (the
package.ymlworkflow builds it). - Create an EFS filesystem; mount it in the task definition at
/var/lib/omnigraph/cluster. - Task environment:
OMNIGRAPH_CLUSTER=/var/lib/omnigraph/cluster, bearer tokens via Secrets Manager/SSM intoOMNIGRAPH_SERVER_BEARER_TOKENS_JSON(or the--features awsbuild's native Secrets Manager source). - ALB in front for TLS; target the container's 8080 with
/healthzchecks. - Day-2: ECS exec into the task → edit/upload config on the volume →
omnigraph cluster apply --as <you> --config /var/lib/omnigraph/cluster→ force a new deployment (restart).
For a deployment that doesn't need the cluster control plane, the classic
stateless shape — OMNIGRAPH_TARGET_URI=s3://bucket/graph.omni, no volume —
remains the simplest AWS architecture (see Binary/Container Deployment
above).
Railway
- Create a service from the image; attach a volume mounted at
/var/lib/omnigraph/cluster. - Variables:
OMNIGRAPH_CLUSTER=/var/lib/omnigraph/cluster,OMNIGRAPH_SERVER_BEARER_TOKEN=<token>. Railway terminates TLS at its edge and routes to the exposed 8080. - Day-2:
railway shell(orrailway run) →omnigraph cluster apply --as <you> --config /var/lib/omnigraph/cluster→ redeploy/restart the service.
Constraints (current honest list)
- Cluster directories are local-filesystem — the volume is mandatory; S3-hosted cluster dirs are not supported.
- No hot reload — applied changes serve on the next restart.
- Single-writer apply — run
cluster applyfrom one place at a time (the state lock enforces this; CI or one operator shell, not both). - Multi-replica serving off a shared volume (EFS) is documented but unvalidated — boot is lock-free read-only so it should compose, but it is not yet exercised by tests.
One-Command Local RustFS Bootstrap
The easiest local S3-backed deployment path is:
curl -fsSL https://raw.githubusercontent.com/ModernRelay/omnigraph/main/scripts/local-rustfs-bootstrap.sh | bash
The bootstrap:
- starts a local RustFS-backed object store
- creates a bucket and S3-backed Omnigraph graph
- loads the checked-in context fixture
- starts
omnigraph-serveron127.0.0.1:8080
Supported behavior:
- downloads the rolling
edgebinary when one exists for the current platform - otherwise clones
ModernRelay/omnigraphand builds from source - reuses an existing RustFS container if it is already running
Useful overrides:
WORKDIR=/path/to/stateBUCKET=omnigraph-localPREFIX=graphs/contextRESET_REPO=1to delete an existing partially initialized graph prefix before recreating itBIND=127.0.0.1:8080RUSTFS_CONTAINER_NAME=omnigraph-rustfs-demo
The bootstrap expects:
- Docker
curl- either a matching release asset or a local Rust toolchain plus
git
If aws is not installed, the script attempts a user-local AWS CLI install via
python3 -m pip. Docker Desktop or another Docker daemon must already be
running.
If a previous bootstrap left objects behind under the selected PREFIX but did
not finish initializing the graph, rerun with RESET_REPO=1 or choose a new
PREFIX.
Container Deployment
Build the image:
docker build -t omnigraph-server:local .
Run against a local graph:
docker run --rm -p 8080:8080 \
-v "$PWD/graph.omni:/data/graph.omni" \
omnigraph-server:local \
/data/graph.omni --bind 0.0.0.0:8080
Run against an S3-backed graph:
docker run --rm -p 8080:8080 \
-e OMNIGRAPH_SERVER_BEARER_TOKEN="change-me" \
-e AWS_REGION="us-east-1" \
omnigraph-server:local \
s3://my-bucket/graphs/example/releases/2026-04-10-v0.1.0 \
--bind 0.0.0.0:8080
Container entrypoint env vars
When no positional args are given, the image entrypoint
(docker/entrypoint.sh) builds the server command from env vars:
| Var | Effect |
|---|---|
OMNIGRAPH_TARGET_URI |
Graph URI, passed as the positional argument. |
OMNIGRAPH_CONFIG |
Path to an omnigraph.yaml, passed as --config. Used to supply a policy.file (Cedar authorization). The config file and any relative policy.file must be mounted into the container. |
OMNIGRAPH_TARGET |
Graph name to select from the config's graphs: block (with OMNIGRAPH_CONFIG, when no OMNIGRAPH_TARGET_URI). |
OMNIGRAPH_BIND |
Listen address (default 0.0.0.0:8080). |
OMNIGRAPH_TARGET_URI and OMNIGRAPH_CONFIG compose: set both to keep the
graph URI in the env var while loading policy from the config file (the
positional URI wins over any graphs: entry). To enable Cedar policy on a
container otherwise driven by OMNIGRAPH_TARGET_URI, mount the config dir and
add OMNIGRAPH_CONFIG:
docker run --rm -p 8080:8080 \
-e OMNIGRAPH_SERVER_BEARER_TOKEN="change-me" \
-e OMNIGRAPH_TARGET_URI="s3://my-bucket/graphs/example/releases/2026-04-10-v0.1.0" \
-e OMNIGRAPH_CONFIG="/etc/omnigraph/omnigraph.yaml" \
-v "$PWD/config:/etc/omnigraph:ro" \
omnigraph-server:local
# /etc/omnigraph/omnigraph.yaml contains `policy: { file: policy.yaml }`;
# policy.yaml (+ optional policy.tests.yaml) sit beside it in the mount.
Auth
The server can run unauthenticated for local development only when explicitly
started with --unauthenticated or OMNIGRAPH_UNAUTHENTICATED=1. Any shared or
internet-facing deployment should set a bearer token source.
Token sources
The server reads bearer tokens from one of three places, in precedence order:
- AWS Secrets Manager (build with
--features aws, see below) — setOMNIGRAPH_SERVER_BEARER_TOKENS_AWS_SECRETto the secret ID or ARN. - JSON file or env — set one of:
OMNIGRAPH_SERVER_BEARER_TOKENS_FILE— path to a JSON{"actor": "token", ...}file.OMNIGRAPH_SERVER_BEARER_TOKENS_JSON— the JSON literal inline.
- Single-token env —
OMNIGRAPH_SERVER_BEARER_TOKEN(assigns the implicit actordefault).
Tokens are hashed with SHA-256 immediately on ingest; plaintext does not persist in process memory after startup.
The health endpoint /healthz remains suitable for load balancer health checks
and is never gated.
Build Variants
The server binary ships in two flavors:
| Variant | Command | Contents |
|---|---|---|
| Default (on-prem / local dev) | cargo build --release |
Core server, no AWS SDK |
| AWS | cargo build --release --features aws |
Adds AWS Secrets Manager backend for bearer tokens |
Tagged release archives contain the default omnigraph and
omnigraph-server binaries on macOS / Linux, and omnigraph.exe plus
omnigraph-server.exe on Windows. AWS-enabled server binaries are built from
source with cargo build --release --features aws -p omnigraph-server when
needed.
The AWS build adds ~150 transitive deps and ~30-60s of first-build compile time. Default builds don't pay that cost.
AWS Secrets Manager
When the binary is built with --features aws, set
OMNIGRAPH_SERVER_BEARER_TOKENS_AWS_SECRET to the ARN or name of a Secrets
Manager secret whose SecretString is a JSON object of
{"actor_id": "token", ...}:
omnigraph-server-aws s3://my-bucket/graphs/example ...
# Environment:
# OMNIGRAPH_SERVER_BEARER_TOKENS_AWS_SECRET=arn:aws:secretsmanager:us-east-1:123456789012:secret:omnigraph-tokens-AbCdEf
Credentials are resolved via the AWS default chain (env vars, shared config, IMDSv2 instance role, ECS task role) — no explicit credential plumbing is needed when running under an IAM instance role on EC2/ECS/EKS.
The IAM role must permit secretsmanager:GetSecretValue on the referenced
secret.
Setting the env var without building with --features aws is a hard error
with a rebuild instruction — it does not silently fall back to the env/file
source.
S3-Compatible Storage
For S3-compatible backends such as RustFS or MinIO, set the usual AWS SDK environment variables:
AWS_ACCESS_KEY_IDAWS_SECRET_ACCESS_KEYAWS_REGION- optional
AWS_ENDPOINT_URL - optional
AWS_ENDPOINT_URL_S3 - optional
AWS_ALLOW_HTTP=true - optional
AWS_S3_FORCE_PATH_STYLE=true