Async Support in LangChain

LangChain is introducing asynchronous support by utilizing the asyncio library, which enables non-blocking I/O operations through the use of coroutines and an event loop. Asynchronous functionality is particularly advantageous for LangChain applications, which are often I/O and network bound, such as when calling LLM APIs or interacting with data stores. By allowing concurrent execution, asyncio enables multiple agents or tasks to progress simultaneously, enhancing efficiency and integration with frameworks that support asyncio, like FastAPI. Initial async support has been implemented for various LangChain components, including LLMs, chains, and agents, with further developments planned to expand async capabilities across more tools and improve functionality, such as running multiple tools concurrently and supporting callback handlers.

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