AI prompts
base on Restate is the platform for building resilient applications that tolerate all infrastructure faults w/o the need for a PhD. [![Documentation](https://img.shields.io/badge/doc-reference-blue)](https://docs.restate.dev)
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# Restate - Building resilient applications made easy!
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<img alt="Restate overview" src="https://restate.dev/poster_intro_2.svg" width="500">
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</p>
Easily build workflows, event-driven applications, and distributed services in a fault-tolerant manner with durable async/await.
[Restate](https://restate.dev) is great at building:
* [Lambda Workflows as Code](https://restate.dev/blog/we-replaced-400-lines-of-stepfunctions-asl-with-40-lines-of-typescript-by-making-lambdas-suspendable/)
* [Transactional RPC Handlers](https://github.com/restatedev/examples/tree/main/end-to-end-applications/typescript/food-ordering)
* [Event Processing with Kafka](https://restate.dev/blog/restate--kafka-event-driven-apps-where-event-driven-is-an-implementation-detail/)
* [Much more](https://github.com/restatedev/examples)
## Get started with Restate
1. π [Check out our quickstart](https://docs.restate.dev/get_started/quickstart) to get up and running with Restate in 2 minutes!
1. π‘ [The tour of Restate](https://docs.restate.dev/get_started/tour) walks you through all features of Restate.
## SDKs
Restate supports the following SDKs:
* [Typescript](https://github.com/restatedev/sdk-typescript)
* [Java and Kotlin](https://github.com/restatedev/sdk-java)
* [Python](https://github.com/restatedev/sdk-python)
* [Go](https://github.com/restatedev/sdk-go)
* [Rust](https://github.com/restatedev/sdk-rust)
## Install
We offer pre-built binaries of the CLI and the server for MacOS and Linux.
### Install the server
Install via Homebrew:
```bash
brew install restatedev/tap/restate-server
```
Run via npx:
```bash
npx @restatedev/restate-server
```
Run via docker:
```bash
docker run --rm -it --network=host docker.io/restatedev/restate:latest
```
### Install the CLI
Install via Homebrew:
```bash
brew install restatedev/tap/restate
```
Install via npm:
```bash
npm install --global @restatedev/restate
```
Run via npx:
```bash
npx @restatedev/restate
```
You can also download the binaries from the [release page](https://github.com/restatedev/restate/releases) or our [download page](https://restate.dev/get-restate/).
## Community
* π€οΈ [Join our online community](https://discord.gg/skW3AZ6uGd) for help, sharing feedback and talking to the community.
* π [Check out our documentation](https://docs.restate.dev) to get quickly started!
* π£ [Follow us on Twitter](https://twitter.com/restatedev) for staying up to date.
* π [Create a GitHub issue](https://github.com/restatedev/restate/issues) for requesting a new feature or reporting a problem.
* π [Visit our GitHub org](https://github.com/restatedev) for exploring other repositories.
## Core primitives
The basic primitives Restate offers to simplify application development are the following:
* **Reliable Execution**: user code will always run to completion. Intermediate failures result in re-tries that use the durable execution mechanism to recover partial progress and not duplicate already executed steps.
* **Suspending User Code**: long-running user code suspends when awaiting on a promise and resume when that promise is resolved.
* **Reliable Communication**: user code communicates with exactly-once semantics. Restate reliably delivers messages and anchors both sender and receiver in the durable execution to ensure no losses or duplicates can happen.
* **Durable Timers**: user code can sleep (and suspend) or schedule calls for later.
* **Isolation**: user code can be keyed, which makes Restate scheduled them to obey single-writer-per-key semantics.
* **Consistent State**: keyed user code can attach key/value state, which is eagerly pushed into handlers during invocation, and written back upon completion. This is particularly efficient for FaaS deployments (stateful serverless, yay!).
* **Observability & Introspection**: Restate automatically generates Open Telemetry traces for the interactions between handlers and gives you a SQL shell to query the distributed state of the application.
## Contributing
Weβre excited if you join the Restate community and start contributing!
Whether it is feature requests, bug reports, ideas & feedback or PRs, we appreciate any and all contributions.
We know that your time is precious and, therefore, deeply value any effort to contribute!
Check out our [development guidelines](/docs/dev/development-guidelines.md) and [tips for local development](/docs/dev/local-development.md) to get started.
## Versions
Restate follows [Semantic Versioning](https://semver.org/).
You can safely upgrade from a Restate `x.y` to `x.(y+1)` release without performing any manual data migration, as Restate performs an automatic data migration for you.
For SDK compatibility, refer to the supported version matrix in the respective READMEs:
* [Restate Java SDK](https://github.com/restatedev/sdk-java#versions)
* [Restate TypeScript SDK](https://github.com/restatedev/sdk-typescript#versions)
* [Restate Go SDK](https://github.com/restatedev/sdk-go#versions)
* [Restate Python SDK](https://github.com/restatedev/sdk-python#versions)
* [Restate Rust SDK](https://github.com/restatedev/sdk-rust#versions)
### Building Restate locally
In order to build Restate locally [follow the build instructions](https://github.com/restatedev/restate/blob/main/docs/dev/local-development.md#building-restate).
", Assign "at most 3 tags" to the expected json: {"id":"10768","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"