AI prompts
base on Graft is an open-source transactional storage engine optimized for lazy, partial, and strongly consistent replication—perfect for edge, offline-first, and distributed applications. <h1 align="center">Graft</h1>
<p align="center">
<a href="https://docs.rs/graft-client"><img alt="docs.rs" src="https://img.shields.io/docsrs/graft-client"></a>
<a href="https://github.com/orbitinghail/graft/actions"><img alt="Build Status" src="https://img.shields.io/github/actions/workflow/status/orbitinghail/graft/ci.yml"></a>
<a href="https://crates.io/crates/graft-client"><img alt="crates.io" src="https://img.shields.io/crates/v/graft-client.svg"></a>
</p>
**Graft** is an open-source transactional storage engine designed for efficient data synchronization at the edge. It supports lazy, partial replication with strong consistency, ensuring applications replicate only the data they need.
**Core Benefits:**
- **Lazy Replication**: Clients sync data on demand, saving network and compute.
- **Partial Replication**: Minimize bandwidth by syncing only required data.
- **Edge Optimization**: Lightweight client designed for edge, mobile, and embedded environments.
- **Strong Consistency**: Serializable Snapshot Isolation ensures correct, consistent data views.
- **Transactional Object Storage**: Graft turns object storage into a transactional system—supporting consistent updates to subsets of data at page granularity, without imposing any data format or schema.
- **Instant Read Replicas**: Decoupled metadata and data allow replicas to spin up immediately—no replay, no waiting for full recovery.
**Use Cases:**
- Offline-first and mobile applications
- Cross-platform synchronization
- Stateless replicas for serverless or embedded environments
- Diverse data replication scenarios
- Storage and replication for databases
**Learn more:**
- [Blog Post](https://sqlsync.dev/posts/stop-syncing-everything/)
- [Vancouver Systems Talk](https://www.youtube.com/watch?v=eRsD8uSAi0s)
- [High Performance SQLite Talk](https://www.youtube.com/watch?v=dJurdmhPLH4)
- [Documentation](https://github.com/orbitinghail/graft/tree/main/docs)
## Using Graft
Graft should be considered **Alpha** quality software. Thus, don't use it for production workloads yet.
### SQLite extension
The easiest way to use Graft is via the Graft SQLite extension which is called `libgraft`. [Please see the documentation][libgraft-docs] for instructions on how to download and use `libgraft`.
[libgraft-docs]: https://github.com/orbitinghail/graft/blob/main/docs/sqlite.md
### Rust Crate
Graft can be embedded in your Rust application directly, although for now that is left as an exercise for the reader. You can find the Rust docs here: https://docs.rs/graft-client
### Other languages?
Please [file an issue] if you'd like to use Graft directly from a language other than Rust!
[file an issue]: https://github.com/orbitinghail/graft/issues/new
## Technical Overview
For a detailed overview of how Graft works, read [design.md].
[design.md]: https://github.com/orbitinghail/graft/blob/main/docs/design.md
## Contributing
Thank you for your interest in contributing your time and expertise to the project. Please [read our contribution guide] to learn more about the process.
[read our contribution guide]: https://github.com/orbitinghail/graft/blob/main/CONTRIBUTING.md
## License
Licensed under either of
- Apache License, Version 2.0 ([LICENSE-APACHE] or https://www.apache.org/licenses/LICENSE-2.0)
- MIT license ([LICENSE-MIT] or https://opensource.org/licenses/MIT)
at your option.
[LICENSE-APACHE]: https://github.com/orbitinghail/graft/blob/main/LICENSE-APACHE
[LICENSE-MIT]: https://github.com/orbitinghail/graft/blob/main/LICENSE-MIT
", Assign "at most 3 tags" to the expected json: {"id":"13433","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"