DSPy Streaming Predictions with Listeners - Part 1/2 скачать в хорошем качестве

DSPy Streaming Predictions with Listeners - Part 1/2

Learn how to implement streaming predictions in DSPy using the streamify wrapper and asyncio. This tutorial demonstrates converting synchronous prediction modules into asynchronous generators for incremental output processing, with examples of handling partial results and final predictions. #DSPy #Python #Asyncio #Streaming #AI #LLM #Tutorial Zen Koan Explanation: The code streams tokens incrementally (like a chicken pecking grain) while the final `dspy.Prediction` object (the whole answer) is only available after all tokens are processed (like the answer nesting before the question hatches). This mirrors the koan's contrast between fragmented output and complete understanding. Source: https://dspy.ai/api/utils/streamify/