Slides: AI Red Teaming Agent: Azure AI Foundry — Nagkumar Arkalgud & Keiji Kanazawa, Microsoft
Source Video
AI Red Teaming Agent: Azure AI Foundry — Nagkumar Arkalgud & Keiji Kanazawa, Microsoft
Relationship To World's Fair 2026
These slides are extracted from a public AI Engineer YouTube video connected to World's Fair 2026. Speaker-matched clips are supporting context unless later confirmed as exact session recordings; official livestream recordings are day-level/event-level source material.
Related Scheduled Sessions
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Extracted Slides

OCR text:
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OCR text:
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OCR text:
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OCR text:
WE'RE ENGINEERS!
WE'VE GOT THIS!
| - a Microsoft Qc?

OCR text:
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sk_sample.py>
async def main():
#Get Azure AI Projectdetails from environment variables
azure_ai_project_endpoint=os.environ.get("AZURE_AI_PROJECT_ENDPOINT")
#Initialize the service
AIE
service=AzureChatComgletion(
deployment_name=deployment,
endpoint=endpoint,
api_key=api_key
#Initialize the RedTeamPlugin with the target function
red_team_plugin=RedTeamPlugin(
azure_ai_project_endpoint=azure_ai_project_endpoint,
target_func=call_rag_app
PROBLIMS
OUTPUT
DEBUG CONSOLE
TERMNAL
PORTS
AZURE
PROMPTFLOW
(.evalenv)nagkumarenaarkalg-vork-nacrag-postgres-openal-pythonpython evals/safety_evaluation.py
questions_per_category2
node frontend
zh
Spaces:4
UTF-8
Python
evalen(3.11.12)

OCR text:
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AIE
PROBLIMS
OUTPUT
DEBUGCONSOLE
TERMNAL
PORTS
AZURE
MOTLdnOHd
evaLuation.py
questions_per_category
Copilot
node fronbend
zh
Microsoft
smol?

OCR text:
AIE
Q&A
Microsoft
smol?
World'sFair

OCR text:
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