# Airbyte Python CDK and Low-Code CDK
Airbyte Python CDK is a framework for building Airbyte API Source Connectors. It provides a set of
classes and helpers that make it easy to build a connector against an HTTP API (REST, GraphQL, etc),
or a generic Python source connector.
## Building Connectors with the CDK
If you're looking to build a connector, we highly recommend that you first
[start with the Connector Builder](https://docs.airbyte.com/connector-development/connector-builder-ui/overview).
It should be enough for 90% connectors out there. For more flexible and complex connectors, use the
[low-code CDK and `SourceDeclarativeManifest`](https://docs.airbyte.com/connector-development/config-based/low-code-cdk-overview).
For more information on building connectors, please see the [Connector Development](https://docs.airbyte.com/connector-development/) guide on [docs.airbyte.com](https://docs.airbyte.com).
## Python CDK Overview
Airbyte CDK code is within `airbyte_cdk` directory. Here's a high level overview of what's inside:
- `airbyte_cdk/connector_builder`. Internal wrapper that helps the Connector Builder platform run a declarative manifest (low-code connector). You should not use this code directly. If you need to run a `SourceDeclarativeManifest`, take a look at [`source-declarative-manifest`](https://github.com/airbytehq/airbyte/tree/master/airbyte-integrations/connectors/source-declarative-manifest) connector implementation instead.
- `airbyte_cdk/cli/source_declarative_manifest`. This module defines the `source-declarative-manifest` (aka "SDM") connector execution logic and associated CLI.
- `airbyte_cdk/destinations`. Basic Destination connector support! If you're building a Destination connector in Python, try that. Some of our vector DB destinations like `destination-pinecone` are using that code.
- `airbyte_cdk/models` expose `airbyte_protocol.models` as a part of `airbyte_cdk` package.
- `airbyte_cdk/sources/concurrent_source` is the Concurrent CDK implementation. It supports reading data from streams concurrently per slice / partition, useful for connectors with high throughput and high number of records.
- `airbyte_cdk/sources/declarative` is the low-code CDK. It works on top of Airbyte Python CDK, but provides a declarative manifest language to define streams, operations, etc. This makes it easier to build connectors without writing Python code.
- `airbyte_cdk/sources/file_based` is the CDK for file-based sources. Examples include S3, Azure, GCS, etc.
## Contributing
For instructions on how to contribute, please see our [Contributing Guide](docs/CONTRIBUTING.md).
## Release Management
Please see the [Release Management](docs/RELEASES.md) guide for information on how to perform releases and pre-releases.
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"description": "# Airbyte Python CDK and Low-Code CDK\n\nAirbyte Python CDK is a framework for building Airbyte API Source Connectors. It provides a set of\nclasses and helpers that make it easy to build a connector against an HTTP API (REST, GraphQL, etc),\nor a generic Python source connector.\n\n## Building Connectors with the CDK\n\nIf you're looking to build a connector, we highly recommend that you first\n[start with the Connector Builder](https://docs.airbyte.com/connector-development/connector-builder-ui/overview).\nIt should be enough for 90% connectors out there. For more flexible and complex connectors, use the\n[low-code CDK and `SourceDeclarativeManifest`](https://docs.airbyte.com/connector-development/config-based/low-code-cdk-overview).\n\nFor more information on building connectors, please see the [Connector Development](https://docs.airbyte.com/connector-development/) guide on [docs.airbyte.com](https://docs.airbyte.com).\n\n## Python CDK Overview\n\nAirbyte CDK code is within `airbyte_cdk` directory. Here's a high level overview of what's inside:\n\n- `airbyte_cdk/connector_builder`. Internal wrapper that helps the Connector Builder platform run a declarative manifest (low-code connector). You should not use this code directly. If you need to run a `SourceDeclarativeManifest`, take a look at [`source-declarative-manifest`](https://github.com/airbytehq/airbyte/tree/master/airbyte-integrations/connectors/source-declarative-manifest) connector implementation instead.\n- `airbyte_cdk/cli/source_declarative_manifest`. This module defines the `source-declarative-manifest` (aka \"SDM\") connector execution logic and associated CLI.\n- `airbyte_cdk/destinations`. Basic Destination connector support! If you're building a Destination connector in Python, try that. Some of our vector DB destinations like `destination-pinecone` are using that code.\n- `airbyte_cdk/models` expose `airbyte_protocol.models` as a part of `airbyte_cdk` package.\n- `airbyte_cdk/sources/concurrent_source` is the Concurrent CDK implementation. It supports reading data from streams concurrently per slice / partition, useful for connectors with high throughput and high number of records.\n- `airbyte_cdk/sources/declarative` is the low-code CDK. It works on top of Airbyte Python CDK, but provides a declarative manifest language to define streams, operations, etc. This makes it easier to build connectors without writing Python code.\n- `airbyte_cdk/sources/file_based` is the CDK for file-based sources. Examples include S3, Azure, GCS, etc.\n\n## Contributing\n\nFor instructions on how to contribute, please see our [Contributing Guide](docs/CONTRIBUTING.md).\n\n## Release Management\n\nPlease see the [Release Management](docs/RELEASES.md) guide for information on how to perform releases and pre-releases.\n\n",
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