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Lakehouse-native graph engine with git-style workflows
https://omnigraph.dev
e62d9166fb
* test(optimize): cover manifest publish + HEAD-drift reconcile Red against the pre-fix optimize, which ran compact_files without publishing the compacted version to __manifest: - maintenance: optimize must publish so the manifest table_version tracks the compacted Lance HEAD and a later schema apply succeeds; and must reconcile a pre-existing manifest-behind-HEAD drift (forged via raw Lance compaction) so strict writes commit again. - end_to_end + composite_flow: post-optimize query / strict update / reopen in the full lifecycle (the canonical flow previously omitted post-optimize writes as a documented "known limitation"). - failpoints: a crash between compaction and the manifest publish rolls forward on next open. * fix(optimize): publish compaction to manifest and reconcile HEAD drift optimize ran Lance compact_files without publishing the new version to __manifest, so the manifest table_version lagged the Lance HEAD: reads stayed pinned to the pre-compaction version, and the next schema apply or strict update/delete failed its HEAD-vs-manifest precondition with "stale view ... refresh and retry" (open-time recovery rollback inflated the gap on retry). optimize now publishes each compacted table's version under the per-(table, main) write queue, guarded by a manifest CAS and a SidecarKind::Optimize recovery sidecar (loose-match; roll-forward is safe because compaction is content-preserving). When a table has nothing left to compact but its Lance HEAD is already ahead of the manifest pin (pre-fix drift, or a recovery restore commit), optimize reconciles the manifest forward to HEAD (metadata-only, no sidecar). Caches and the CSR/CSC graph index are invalidated after a publish. Docs updated (maintenance, storage, branches-commits, writes, testing). * test(recovery): rollback convergence + optimize-defer regressions Red against the current code, landed before the fix: - recovery: after the open-time sweep rolls a sidecar back, the manifest must track Lance HEAD (no residual drift) so a follow-up schema apply succeeds — the original "+1 per retry" loop. Today roll-back restores without publishing, so the manifest lags HEAD and the apply fails its HEAD-vs-manifest precondition. - maintenance: optimize must refuse while a recovery sidecar is pending — operating on an unrecovered graph could publish a partial write the sweep would roll back. Also removes optimize_reconciles_preexisting_manifest_head_drift: the ad-hoc drift reconcile it covered is replaced by recovery-side convergence. * fix(recovery): converge manifest on roll-back; optimize defers on pending recovery Root of PR #141's review findings and the original "+1 per retry" loop: a Lance HEAD ahead of the manifest was ambiguous (benign content-preserving drift vs. a partial write a sidecar will roll back), and optimize's reconcile guessed it benign. Close the class instead of guessing: - Recovery roll-back now PUBLISHES the restored version (via a push_table_update_at_head helper shared with roll-forward), so the manifest tracks the Lance HEAD after recovery — symmetric with roll-forward. This fixes the +1 loop (after one roll-back the retry's HEAD-vs-manifest precondition passes) and removes the only remaining source of orphaned drift. The audit still records the logical rolled-back-to version; the manifest is published at the restore commit (identical content). - optimize drops the ad-hoc drift reconcile and instead REFUSES when a __recovery sidecar is pending, so it only ever operates on a recovered graph (manifest == HEAD); its compaction publish can no longer commit a partial write. With the reconcile gone, the blob-skip-vs-reconcile gap is moot. Updates the rollback recovery-test helper (manifest == HEAD after roll-back), the failpoints assertions, and the user/dev docs. * test(recovery): fix rollback assertion for manifest convergence The roll-back-publishes change makes the manifest version advance after a SchemaApply roll-back (to the old-schema content), so the schema_apply_without_schema_staging_rolls_back_on_next_open assertion must be `version > pre`, not `version == pre`. This update was dropped during the commit churn and surfaced as a CI Test Workspace failure; the old-schema-preserved intent stays covered by count_rows + _schema.pg + the RolledBack convergence invariant. |
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| .cargo | ||
| .context | ||
| .github | ||
| crates | ||
| docker | ||
| docs | ||
| scripts | ||
| .dockerignore | ||
| .gitignore | ||
| AGENTS.md | ||
| Cargo.lock | ||
| Cargo.toml | ||
| CLAUDE.md | ||
| CODE_OF_CONDUCT.md | ||
| CONTRIBUTING.md | ||
| Dockerfile | ||
| GOVERNANCE.md | ||
| LICENSE | ||
| og-cheet-sheet.md | ||
| omnigraph.example.yaml | ||
| openapi.json | ||
| README.md | ||
| rust-toolchain.toml | ||
| SECURITY.md | ||
Omnigraph
Lakehouse native graph engine built for context assembly
Omnigraph acts as operational state & coordination layer for agents
- Git-style versioning & branching
- Multimodal retrieval (graph+vector/fts+filters) optimized for context assembly
- Object storage native (S3, RustFS)
- Native blob-as-data support (docs, images, videos, etc)
- VPC, On-prem, hybrid deployment
Lanceformat as open storage layer
| AS CODE | What it means |
|---|---|
| Schema AS CODE | Typed .pg schemas, planned, applied, enforced |
| Context AS CODE | Linted queries & agentic nudges, versioned and reusable |
| Security AS CODE | Cedar policies enforced server-side on every mutation |
| Dashboards AS CODE | Declarative views & controls over the graph (coming) |
Core Use Cases
| Use case | What it's for |
|---|---|
| Company brain | Org knowledge unified into one queryable graph |
| Context graph | Decision traces and codified tribal knowledge |
| Agentic memory | Durable, versioned memory for long-running agents |
| Dev graph | Issues & dependency model for coding agents |
| R&D data layer | Experiments & trials data written into branches |
| ML workflows | Versioned, branchable graphs for training & eval |
| Karpathy's LLM wiki | A living, agent-updatable knowledge base |
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-cookbooks.
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 graph
- loads the checked-in context fixture
- launches
omnigraph-serveron127.0.0.1:8080
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 graph prefix but did not finish
initializing the graph, rerun with RESET_REPO=1 or set PREFIX to a new
value.
Common Commands
The same URI works for local paths, s3://…, or http://host:port.
omnigraph init --schema ./schema.pg ./graph.omni
omnigraph load --data ./data.jsonl ./graph.omni
omnigraph read --query ./queries.gq --name get_person --params '{"name":"Alice"}' ./graph.omni
omnigraph change --query ./queries.gq --name insert_person --params '{"name":"Mina"}' ./graph.omni
omnigraph branch create --from main feature-x ./graph.omni
omnigraph branch merge feature-x --into main ./graph.omni
See docs/user/cli.md for schema apply, snapshots, ingest, commits, and policy commands.
Clients
For programmatic access to a running omnigraph-server:
-
TypeScript SDK —
@modernrelay/omnigraph(source). Instance-per-client, typed errors, camelCase types, async-iterator streaming export.npm install @modernrelay/omnigraph -
Model Context Protocol server —
@modernrelay/omnigraph-mcp(source). Bridges Omnigraph to LLM hosts (Claude Desktop, Claude Code, …) over stdio. Exposes tools and resources for schema, branches, queries, mutations, ingest, and bundles curated best-practices guidance from the cookbook.npm install -g @modernrelay/omnigraph-mcp
Both packages are versioned in lockstep with omnigraph-server on major.minor: @modernrelay/omnigraph@X.Y.* targets omnigraph-server@X.Y.*. See ModernRelay/omnigraph-ts for the monorepo.
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 loweringcrates/omnigraph: storage/runtime, branching, merge, change detection, and query executioncrates/omnigraph-cli: CLI for graph lifecycle (init/load/ingest), query/mutate, branch/commit/merge, schema/lint, snapshot/export, policy, and maintenance (optimize/cleanup)crates/omnigraph-server: Axum HTTP server for remote reads, changes, ingest, export, branches, and commits
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.
Community
Join the Omnigraph Slack community to ask questions, share feedback, and follow development.