Documentation Index
Fetch the complete documentation index at: https://ibm-8c0b5b62-gpt-researcher-integration.mintlify.app/llms.txt
Use this file to discover all available pages before exploring further.
Basic Usage
from typing import Annotated
from agentstack_sdk.a2a.extensions import (
Citation,
CitationExtensionServer,
CitationExtensionSpec,
)
from agentstack_sdk.server import Server
from agentstack_sdk.server.context import RunContext
from a2a.types import Message
server = Server()
@server.agent()
async def research_agent(
input: Message,
context: RunContext,
citation: Annotated[CitationExtensionServer, CitationExtensionSpec()]
):
response_text = "Python is the most popular programming language for AI development."
citations = [
Citation(
url="https://survey.stackoverflow.com/2023",
title="Stack Overflow Developer Survey 2023",
description="Annual survey of developer preferences and trends",
start_index=0,
end_index=47 # "Python is the most popular programming language"
)
]
yield citation.message(text=response_text, citations=citations)
Each citation requires:
url: Source link
title: Display title
description: Brief explanation
start_index: Start position in text
end_index: End position in text
Multiple Citations
response_text = "Python leads AI development while JavaScript dominates web development."
citations = [
{
"url": "https://ai-survey.com",
"title": "AI Language Survey",
"description": "Programming language usage in AI",
"start_index": 0,
"end_index": 31 # "Python leads AI development"
},
{
"url": "https://web-stats.com",
"title": "Web Development Report",
"description": "Web programming language statistics",
"start_index": 38,
"end_index": 67 # "JavaScript dominates web development"
}
]
Citations appear as highlighted text with hover tooltips and clickable source links in the UI.