base on The Convex open-source backend <p align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://static-http.s3.amazonaws.com/logo/convex-logo-light.svg" width="600"> <source media="(prefers-color-scheme: light)" srcset="https://static-http.s3.amazonaws.com/logo/convex-logo.svg" width="600"> <img alt="Convex logo" src="https://static-http.s3.amazonaws.com/logo/convex-logo.svg" width="600"> </picture> </p> [Convex](https://convex.dev) is the backend-as-a-service for fullstack app development. Thoughtfully curated components, optimized by experts. Convex replaces your database, server functions, scheduling, storage, vector search, etc. It includes [a set of client libraries](https://github.com/get-convex/) that deeply integrate with your frontend application code to provide fully consistent caching and real-time updates out of the box. All you need to do is write your application code. The best way to get started with Convex is to follow the [getting started guides in the Convex docs](https://docs.convex.dev/). **Most Convex developers should be using the [managed hosted product](https://www.convex.dev/plans).** The hosted product includes a generous free tier and provides a seamless, reliable, cost-effective platform that allows you to focus on building your application without worrying about infrastructure. **This repository is the wild west open source version.** It's the same code used in the hosted Convex product but runs on a single machine and doesn't include the scale-out services, replicated database backend, production dashboard, or operational tooling. You are welcome to use this code to run your application, either for local testing or in production, but you are on your own managing it and ensuring the system is reliable and secure. In particular you should ensure you have strong competency with regards to: - Hosting - Traffic routing - Backups and replication - Monitoring - Upgrades - Migration between versions No official support is provided for the open source version of Convex but community support is available in the `#open-source` channel in the [Convex Discord](https://discord.gg/convex). There is a [self-hosting guide](./SELFHOSTING.md) available with some guidance. Development of the Convex backend is led by the Convex team and we are not actively soliciting any major contributions from the community. We of course [welcome bug fixes](./CONTRIBUTING.md) and [love receiving feedback](https://discord.gg/convex). We keep this repository synced with any internal development work within a handful of days. ## Getting started _We **strongly** recommend using the hosted version of Convex to get familiar with the development workflow before attempting to run this version locally._ To get started, clone this repo: ```sh git clone https://github.com/get-convex/convex-backend.git cd convex-backend ``` ## Dependencies You will need to first install the following dependencies if you don't already have them on your machine: To use the scripts set up in this repo: - [`Just`](https://github.com/casey/just) - Just is used to execute scripts set up in the `Justfile`. - To install it see [Packages](https://github.com/casey/just?tab=readme-ov-file#packages), for example `cargo install just` or `brew install just` To run the Convex CLI: - [Node.js](https://nodejs.org/en) - Make sure you have the version specified in `.nvmrc` - We recommend installing Node.js via [nvm](https://github.com/nvm-sh/nvm#installing-and-updating). - Run `nvm use` from the root of the repo. To [build the backend from source](#building-from-source): - Cargo - The convex local backend is written in Rust. Cargo is the build system. - We recommend installing Cargo via [rustup](https://rustup.rs/). - The Rust nightly version specified in `rust-toolchain` - Assuming you installed Rust/Cargo with `rustup`, this will install automatically. - Rush - `npm clean-install --prefix scripts` - We manage the packages in a monorepo using [Rush](https://rushjs.io/). - Convex JavaScript dependencies - `just rush install` ## Running the Convex Backend ### Using prebuilt binaries You can download the latest precompiled binary release from [Releases](https://github.com/get-convex/convex-backend/releases). Only Apple x64, Apple Arm64 (Apple silicon), and Linux x64 binaries are currently available for download. _Note: On MacOS you might need to hold the `option` key and double click the binary file in Finder once, to circumvent the [Gatekeeper](https://support.apple.com/en-us/102445) warning._ Then you can run it: ```sh ./convex-local-backend ``` Adjust the path based on where you downloaded the binary to or add it to your `PATH`. The backend will store its database in the directory where it is executed **from** (not where the binary file lives). ### Building from source Build and run the local backend from the source in this repo: ```sh just run-local-backend ``` Under the hood, this builds with Cargo: ```sh cargo run -p local_backend --bin convex-local-backend ``` ## Provisioning a demo app locally This example will go through running the backend with the included demo project. **1. Start the backend** [Run the backend](#running-the-convex-backend) If this fails with an error "persisted db metadata ..." you might need to erase the local database, in root directory run `rm convex_local_backend.sqlite3`. **2. Develop against the backend** The Convex CLI watches for changes in the application source code and pushes the code to backend. To make the local backend run the included demo project, do: ```bash cd demo npm i just convex dev ``` The `convex` script in `Justfile` automatically adds appropriate `--url` and `--admin-key` flags to point the CLI to the local backend. To run the client web application you can run the demo Vite server via: ```bash npm run dev:frontend ``` Note that unlike the hosted Convex workflow, we don't want to run the `dev:backend` command since `convex dev` is already running. _The following CLI commands may be useful when interacting with your backend:_ - `just convex data` - Lists tables in your Convex deployment - `just convex env` - Allows you to list/set/update/delete environment variables - `just convex logs` - Streams out log lines to the terminal (it includes all successful executions if `--success` is passed in) - `just convex import` - Allows you to import tables - `just convex export` - Allows you to export tables ## Documentation For full documentation visit [docs.convex.dev](https://docs.convex.dev). To see how to contribute, visit [Contributing.md](./CONTRIBUTING.md). ## Community & Support - [Discord](https://convex.dev/community). Best for: sharing your applications, hanging out with the community, and help with building on Convex - GitHub Issues. Best for: surfacing bugs and errors you encounter while building and using the open source Convex backend ## Disclaimers - The Convex local backend is designed for use in local development and testing. Please exercise caution if attempting to use it for production usage. Convex can't offer support or guarantees for that experience - you're on your own there. If you do choose to go down that route, make sure to change your admin key from the defaults in the repo. - The Convex local backend doesn't have backward compatibility guarantees for CLI compatibility. Once a feature is released in a CLI, the backend will support it from that point on, but newer CLI features may not work with older backends. Unreleased/beta features won't have any guarantees. - Convex local backend does not support robust backend migrations. We'll always ensure things will work if you wipe your local database and start from scratch. We do not provide support for upgrading an existing local-backend to a newer version. - If you're using both the local backend and the hosted cloud platform, make sure to run `npx convex dev` or `just convex dev` before you start testing your client. The `dev` command will take care of updating your `.env.local` file with the correct `CONVEX_URL`. - Convex is battle tested most thoroughly on Linux and Mac. On Windows, it has less experience. If you run into issues, please message us on [Discord](https://convex.dev/community) in the #open-source channel. ## Repository layout - `crates/` contains Rust code - Main binary - `local_backend/` is an application server on top of the `Runtime`. This is the serving edge for the Convex cloud. - `npm-packages/` contains both our public and internal TypeScript packages. - Internal packages - `udf-runtime/` sets up the user-defined functions JS environment for queries and mutations - `udf-tests/` is a collection of functions used in testing the isolate layer - `system-udfs/` contains functions used by the Convex system e.g. the CLI - `demo/` contains a demo project that showcases the basic functionality of Convex using React ", Assign "at most 3 tags" to the expected json: {"id":"9978","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"