Making Data Ingestion Production Ready: a LangChain-Powered Airbyte Destination

LangChain has been focusing on enabling teams to transition from prototype to production, particularly in retrieval-based applications that connect large language models (LLMs) with custom data. Key components needed for this transition include querying of data, algorithms and UX around querying, and ingestion logic. To address the latter, LangChain has integrated more deeply with Airbyte, a data integration platform. This integration provides robust orchestration and scheduling for ingestion jobs while leveraging LangChain's transformation logic and integrations. The partnership aims to improve data ingestion in production-ready applications by offering various text splitting methods and embedding providers.