Lakehouse-native graph engine with git-style workflows https://omnigraph.dev
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Ragnor Comerford 6f25c4f9f8
Address reviewer feedback (Cursor + cubic) on PR #60
All eight comments verified against source and applied:

- AGENTS.md: pull @docs/{invariants,lance,testing}.md imports out of
  the markdown blockquote. Claude Code's @-import parser expects @ at
  column 0; the leading "> " of a blockquote silently broke
  recognition, so the claimed auto-include did nothing. (Cursor,
  Medium severity.)
- docs/cli-reference.md: command-family count 13 → 17. The current
  enum Command in crates/omnigraph-cli/src/main.rs has 17 top-level
  variants. (cubic P2.)
- docs/ci.md: Homebrew tap update is a regular `git push`, not a
  force-push (release.yml:117 is `git push origin HEAD:main`). (cubic
  P2.)
- docs/errors.md: add the Storage variant to the NanoError list — it
  exists at error.rs:88-89 but the doc enumerated only 10 of 11.
  (cubic P2.)
- docs/storage.md: clarify tombstone semantics. There is no
  tombstone_version column; state.rs:180 reads the tombstone version
  from the table_version column on rows where object_type =
  table_tombstone. (cubic P2.)
- docs/branches-commits.md: split the GraphCommit pseudo-struct from
  the underlying storage. actor_id is joined in-memory from
  _graph_commit_actors.lance, not a column on _graph_commits.lance.
  (cubic P2.)
- docs/schema-language.md: rename IR_VERSION to SCHEMA_IR_VERSION to
  match the actual constant name in catalog/schema_ir.rs:11.
  (cubic P3.)
- docs/testing.md: engine integration test count 16 → 15 (matches
  `ls crates/omnigraph/tests/*.rs`). (cubic P3.)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-04-29 00:09:06 +02:00
.cargo Raise LANCE_MEM_POOL_SIZE to 1 GB in .cargo/config.toml 2026-04-19 22:27:49 +03:00
.github/workflows Refactor AGENTS.md from encyclopedia to map; move spec into docs/ 2026-04-28 23:31:08 +02:00
crates Parallel per-type load writes + omnigraph optimize/cleanup CLI (#46) 2026-04-25 14:22:14 +03:00
docker Initial public Omnigraph repository 2026-04-10 20:49:41 +03:00
docs Address reviewer feedback (Cursor + cubic) on PR #60 2026-04-29 00:09:06 +02:00
scripts Refactor AGENTS.md from encyclopedia to map; move spec into docs/ 2026-04-28 23:31:08 +02:00
.dockerignore Initial public Omnigraph repository 2026-04-10 20:49:41 +03:00
.gitignore Remove Stainless SDK config 2026-04-17 14:31:35 +02:00
AGENTS.md Address reviewer feedback (Cursor + cubic) on PR #60 2026-04-29 00:09:06 +02:00
Cargo.lock Parallel per-type load writes + omnigraph optimize/cleanup CLI (#46) 2026-04-25 14:22:14 +03:00
Cargo.toml Parallel per-type load writes + omnigraph optimize/cleanup CLI (#46) 2026-04-25 14:22:14 +03:00
CLAUDE.md Add AGENTS.md as canonical agent guide; symlink CLAUDE.md to it 2026-04-28 23:10:09 +02:00
CODE_OF_CONDUCT.md Initial public Omnigraph repository 2026-04-10 20:49:41 +03:00
CONTRIBUTING.md Merge remote-tracking branch 'origin/main' into ragnorc/explore-api 2026-04-18 20:24:39 +02:00
Dockerfile Dockerfile: switch base from Docker Hub to ECR Public 2026-04-20 13:46:23 +03:00
LICENSE Initial public Omnigraph repository 2026-04-10 20:49:41 +03:00
og-cheet-sheet.md Add query lint and check commands 2026-04-13 00:37:44 +03:00
omnigraph.example.yaml example config: use graphs / cli.graph, matching the MR-603 rename 2026-04-18 23:40:35 +03:00
openapi.json Parallel per-type load writes + omnigraph optimize/cleanup CLI (#46) 2026-04-25 14:22:14 +03:00
README.md Update README.md 2026-04-25 16:16:24 +02:00
rust-toolchain.toml Initial public Omnigraph repository 2026-04-10 20:49:41 +03:00
SECURITY.md Initial public Omnigraph repository 2026-04-10 20:49:41 +03:00

Omnigraph

License: MIT Rust Crates.io CI

Typed graph engine as knowledge/context layer for agents.

Git-style workflows, schema-as-code graph modeling, S3-optimized.

Vector/FTS/Graph queries in one runtime.

Use Cases

  • On-prem & hybrid context graphs
  • Backbone for multi-agentic research
  • Enterprise knowledge systems

Quick Install

curl -fsSL https://raw.githubusercontent.com/ModernRelay/omnigraph/main/scripts/install.sh | bash

This installs omnigraph and omnigraph-server into ~/.local/bin from published release binaries.

Or install with Homebrew:

brew tap ModernRelay/tap
brew install ModernRelay/tap/omnigraph

For starter graphs and agent skills to bootstrap and operate Omnigraph, see ModernRelay/omnigraph-starters.

One-Command Local RustFS Bootstrap

curl -fsSL https://raw.githubusercontent.com/ModernRelay/omnigraph/main/scripts/local-rustfs-bootstrap.sh | bash

That bootstrap:

  • starts RustFS on 127.0.0.1:9000
  • creates a bucket and S3-backed repo
  • loads the checked-in context fixture
  • launches omnigraph-server on 127.0.0.1:8080

Docker must be installed and running first.

The RustFS bootstrap prefers the rolling edge binaries and only falls back to source builds when release assets are unavailable.

If a previous run left objects under the same repo prefix but did not finish initializing the repo, rerun with RESET_REPO=1 or set PREFIX to a new value.

Omnigraph CORE

  • Typed schema, typed queries, and typed mutations
  • Schema-as-code, query validation and linting
  • Git-style graph workflows: branches, commits, merges, and transactional runs
  • Local, on-prem & cloud S3-native storage with snapshot-pinned reads
  • Graph traversal + text, fuzzy, BM25, vector, and RRF search in one runtime
  • Policy-as-code for server-side access control
  • Single CLI for multiple deployments

Common Commands

The same URI works for local paths, s3://…, or http://host:port.

omnigraph init   --schema ./schema.pg ./repo.omni
omnigraph load   --data   ./data.jsonl ./repo.omni
omnigraph read   --query  ./queries.gq --name get_person --params '{"name":"Alice"}' ./repo.omni
omnigraph change --query  ./queries.gq --name insert_person --params '{"name":"Mina"}' ./repo.omni
omnigraph branch create --from main feature-x ./repo.omni
omnigraph branch merge  feature-x --into main ./repo.omni

See docs/cli.md for schema apply, snapshots, ingest, runs, and policy commands.

Docs

Build And Test

cargo build --workspace
cargo check --workspace
cargo test --workspace

Notes:

  • Rust stable toolchain, edition 2024
  • CI runs cargo test --workspace --locked
  • Full CI and some local test flows require protobuf-compiler
  • S3 integration tests expect an S3-compatible endpoint such as RustFS

Workspace Crates

  • crates/omnigraph-compiler: shared schema/query parser, typechecker, catalog, and IR lowering
  • crates/omnigraph: storage/runtime, branching, merge, change detection, and query execution
  • crates/omnigraph-cli: CLI for init/load/ingest/read/change/branch/snapshot/export/policy operations
  • crates/omnigraph-server: Axum HTTP server for remote reads, changes, ingest, export, branches, commits, and runs

Contributing

Please open an issue, spec, or design discussion before sending large code changes. Design feedback and concrete problem statements are the fastest way to collaborate on the roadmap.