Caching in LangChain: Save API cost

Описание: In this video, I demonstrated how to cache LLM responses in LangChain using the OpenAI provider. Caching optimizes interactions with LLMs by reducing API calls and speeding up applications, resulting in a more efficient user experience.

The whole essence of using caching is to save costs when hitting the API calls for response thereby producing faster responses without delay.