RAG System Builder Streaming Responses

Sub-skill of rag-system-builder: Streaming Responses.

vamseeachanta Updated

File contents

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="Codex-sonnet-4-6",
        max_tokens=1024,
        messages=[{"role": "user", "content": prompt}]
    ) as stream:
        for text in stream.text_stream:
            yield text

vamseeachanta/workspace-hub/tree/main/.agents/skills/_archive/data/documents/rag-system-builder/streaming-responses commit ef0e91b915

Frequently asked questions

npx skillmds@latest add vamseeachanta/rag-system-builder-streaming-responses