NYC School Explorer FAQs

Question 1

Does the tool provide data visualizations and detailed school information?

Accepted Answer

Yes, it offers interactive charts via Recharts for data visualization and detailed school profiles with year-over-year comparisons, making complex data easy to understand and analyze.

Question 2

What is the NYC School Explorer?

Accepted Answer

The NYC School Explorer is an AI-native data journalism tool designed to help users explore NYC School Quality Report data through natural language conversation, leveraging AI and robust guardrails for responsible data journalism.

Question 3

Is the NYC School Explorer accessible for external AI agents?

Accepted Answer

Yes, the application exposes an MCP (Model Context Protocol) HTTP endpoint at `/api/mcp`, allowing external AI agents to query school data programmatically using a JSON-RPC 2.0 format.

Question 4

What types of NYC school data can I explore?

Accepted Answer

You can explore data from NYC DOE School Quality Reports, LCGMS school locations, LL16 Budget Reports, LL93 Suspension Reports, and PTA Financial Reporting, offering a comprehensive view of NYC schools.

Question 5

How does NYC School Explorer ensure data accuracy and responsible AI use?

Accepted Answer

It employs a three-layer AI guardrail system (pre-filter, system prompt, tool-level context) and LLM-as-judge evaluation, scoring every response on factual accuracy, context, limitations, and responsible framing.

NYC School Explorer

NYC School Explorer

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主な機能

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