Introducing Airbyte Sources Within LangChain

The integration of Airbyte sources for Gong, Hubspot, Salesforce, Shopify, Stripe, Typeform, and Zendesk Support into LangChain-based applications has been made possible. This allows users to utilize these document loaders directly within their Python runtime without needing a full Airbyte instance or making API calls to Airbyte Cloud. The same code runs under the hood for both hosted and embedded Airbyte, ensuring compatibility between them. Incremental syncs can also be implemented by accessing the "last_state" property of the loader. Additionally, custom sources can be integrated using the AirbyteCDKLoader base class that works with the Source interface of the Airbyte CDK. The integration aims to make data movement limitless and provide users with full control over their data pipelines.