# Source: https://github.com/jina-ai/jina/blob/master/docs/tutorials/llm-serve.md# Build a Streaming API for a Large Language Model```{include} ../../README.md:start-after: <!-- start llm-streaming-intro -->:end-before: <!-- end llm-streaming-intro -->```## Service Schemas```{include} ../../README.md:start-after: <!-- start llm-streaming-schemas -->:end-before: <!-- end llm-streaming-schemas -->``````{admonition} Note:class: noteThanks to DocArray's flexibility, you can implement very flexible services. For instance, you can useTensor types to efficiently stream token logits back to the client and implement complex token sampling strategies onthe client side.```## Service initialization```{include} ../../README.md:start-after: <!-- start llm-streaming-init -->:end-before: <!-- end llm-streaming-init -->```## Implement the streaming endpoint```{include} ../../README.md:start-after: <!-- start llm-streaming-endpoint -->:end-before: <!-- end llm-streaming-endpoint -->```## Serve and send requests```{include} ../../README.md:start-after: <!-- start llm-streaming-serve -->:end-before: <!-- end llm-streaming-serve -->```