rag-system-builder-streaming-responses

name	rag-system-builder-streaming-responses
description	Sub-skill of rag-system-builder: Streaming Responses.
version	1.2.0
category	data
type	reference
scripts_exempt	true

Streaming Responses

Streaming Responses

For better UX with long answers:

def query_streaming(self, question, top_k=5):
    """Stream RAG response for real-time display."""
    context = self.get_context(question, top_k)
    prompt = self.build_prompt(context, question)

    # Anthropic streaming
    with anthropic.Anthropic().messages.stream(
        model="claude-sonnet-4-6",
        max_tokens=1024,
        messages=[{"role": "user", "content": prompt}]
    ) as stream:
        for text in stream.text_stream:
            yield text