base on The platform that powers Airbyte. Please file issues in https://github.com/airbytehq/airbyte <p align="center"> <a href="https://airbyte.com"><img src="https://assets.website-files.com/605e01bc25f7e19a82e74788/624d9c4a375a55100be6b257_Airbyte_logo_color_dark.svg" alt="Airbyte"></a> </p> <p align="center"> <em>Data integration platform for ELT pipelines from APIs, databases & files to databases, warehouses & lakes</em> </p> <p align="center"> <a href="https://github.com/airbytehq/airbyte/stargazers/" target="_blank"> <img src="https://img.shields.io/github/stars/airbytehq/airbyte?style=social&label=Star&maxAge=2592000" alt="Test"> </a> <a href="https://github.com/airbytehq/airbyte/releases" target="_blank"> <img src="https://img.shields.io/github/v/release/airbytehq/airbyte?color=white" alt="Release"> </a> <a href="https://airbytehq.slack.com/" target="_blank"> <img src="https://img.shields.io/badge/slack-join-white.svg?logo=slack" alt="Slack"> </a> <a href="https://www.youtube.com/c/AirbyteHQ/?sub_confirmation=1" target="_blank"> <img alt="YouTube Channel Views" src="https://img.shields.io/youtube/channel/views/UCQ_JWEFzs1_INqdhIO3kmrw?style=social"> </a> <a href="https://github.com/airbytehq/airbyte/actions/workflows/gradle.yml" target="_blank"> <img src="https://img.shields.io/github/actions/workflow/status/airbytehq/airbyte/gradle.yml?branch=master" alt="Build"> </a> <a href="https://github.com/airbytehq/airbyte/tree/master/docs/project-overview/licenses" target="_blank"> <img src="https://img.shields.io/static/v1?label=license&message=MIT&color=white" alt="License"> </a> <a href="https://github.com/airbytehq/airbyte/tree/master/docs/project-overview/licenses" target="_blank"> <img src="https://img.shields.io/static/v1?label=license&message=ELv2&color=white" alt="License"> </a> </p> We believe that only an **open-source** solution to data movement can cover the **long tail of data sources** while empowering data engineers to **customize existing connectors**. Our ultimate vision is to help you move data from any source to any destination. Airbyte already provides [300+ connectors](https://docs.airbyte.com/integrations/) for popular APIs, databases, data warehouses and data lakes. Airbyte connectors can be implemented in any language and take the form of a Docker image that follows the [Airbyte specification](https://docs.airbyte.com/understanding-airbyte/airbyte-protocol/). You can create new connectors very fast with: - The [low-code Connector Development Kit](https://docs.airbyte.com/connector-development/config-based/low-code-cdk-overview) (CDK) for API connectors ([demo](https://www.youtube.com/watch?v=i7VSL2bDvmw)) - The [Python CDK](https://docs.airbyte.com/connector-development/cdk-python/) ([tutorial](https://docs.airbyte.com/connector-development/tutorials/cdk-speedrun)) Airbyte has a built-in scheduler and uses [Temporal](https://airbyte.com/blog/scale-workflow-orchestration-with-temporal) to orchestrate jobs and ensure reliability at scale. Airbyte leverages [dbt](https://www.youtube.com/watch?v=saXwh6SpeHA) to normalize extracted data and can trigger custom transformations in SQL and dbt. You can also orchestrate Airbyte syncs with [Airflow](https://docs.airbyte.com/operator-guides/using-the-airflow-airbyte-operator), [Prefect](https://docs.airbyte.com/operator-guides/using-prefect-task), [Dagster](https://docs.airbyte.com/operator-guides/using-dagster-integration), or [Kestra](https://docs.airbyte.com/operator-guides/using-kestra-plugin/).  Explore our [demo app](https://demo.airbyte.io/). ## Quickstart Read the [Quickstart documentation](https://docs.airbyte.com/using-airbyte/getting-started/oss-quickstart). ### Manage Airbyte configurations with code You can also programmatically manage sources, destinations, and connections with YAML files, [Octavia CLI](https://github.com/airbytehq/airbyte/tree/master/octavia-cli), and API. ### Deploy Airbyte to production Deployment options: [Docker](https://docs.airbyte.com/deploying-airbyte/local-deployment), [AWS EC2](https://docs.airbyte.com/deploying-airbyte/on-aws-ec2), [Azure](https://docs.airbyte.com/deploying-airbyte/on-azure-vm-cloud-shell), [GCP](https://docs.airbyte.com/deploying-airbyte/on-gcp-compute-engine), [Kubernetes](https://docs.airbyte.com/deploying-airbyte/on-kubernetes-via-helm), [Restack](https://docs.airbyte.com/deploying-airbyte/on-restack), [Plural](https://docs.airbyte.com/deploying-airbyte/on-plural), [Oracle Cloud](https://docs.airbyte.com/deploying-airbyte/on-oci-vm), [Digital Ocean](https://docs.airbyte.com/deploying-airbyte/on-digitalocean-droplet)... ### Use Airbyte Cloud Airbyte Cloud is the fastest and most reliable way to run Airbyte. You can get started with free credits in minutes. Sign up for [Airbyte Cloud](https://cloud.airbyte.io/signup). ## Contributing Get started by checking Github issues and creating a Pull Request. An easy way to start contributing is to update an existing connector or create a new connector using the low-code and Python CDKs. You can find the code for existing connectors in the [connectors](https://github.com/airbytehq/airbyte/tree/master/airbyte-integrations/connectors) directory. The Airbyte platform is written in Java, and the frontend in React. You can also contribute to our docs and tutorials. Advanced Airbyte users can apply to the [Maintainer program](https://airbyte.com/maintainer-program) and [Writer Program](https://airbyte.com/write-for-the-community). Read the [Contributing guide](https://docs.airbyte.com/contributing-to-airbyte/). ## Reporting vulnerabilities ⚠️ Please do not file GitHub issues or post on our public forum for security vulnerabilities as they are public! ⚠️ Airbyte takes security issues very seriously. If you have any concerns about Airbyte or believe you have uncovered a vulnerability, please get in touch via the e-mail address [email protected]. In the message, try to provide a description of the issue and ideally a way of reproducing it. The security team will get back to you as soon as possible. Note that this security address should be used only for undisclosed vulnerabilities. Dealing with fixed issues or general questions on how to use the security features should be handled regularly via the user and the dev lists. Please report any security problems to us before disclosing it publicly. ## License See the [LICENSE](docs/project-overview/licenses/) file for licensing information, and our [FAQ](docs/project-overview/licenses/license-faq.md) for any questions you may have on that topic. ## Resources - [Weekly office hours](https://airbyte.io/weekly-office-hours/) for live informal sessions with the Airbyte team - [Slack](https://slack.airbyte.io) for quick discussion with the Community and Airbyte team - [Discourse](https://discuss.airbyte.io/) for deeper conversations about features, connectors, and problems - [GitHub](https://github.com/airbytehq/airbyte) for code, issues and pull requests - [Youtube](https://www.youtube.com/c/AirbyteHQ) for videos on data engineering - [Newsletter](https://airbyte.com/newsletter) for product updates and data news - [Blog](https://airbyte.com/blog) for data insigts articles, tutorials and updates - [Docs](https://docs.airbyte.com/) for Airbyte features - [Roadmap](https://go.airbyte.com/roadmap) for planned features ", Assign "at most 3 tags" to the expected json: {"id":"8312","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"