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Network trends and natural language: Cloudflare Radar’s new Data Explorer & AI Assistant

ID: f5a832c8-75af-5f4b-a6c1-005dcc1f1a8e

STIX ID: report--f5a832c8-75af-5f4b-a6c1-005dcc1f1a8e

Feed Name: Cloudflare Blog

Date Published: 2024-09-27

Date Updated: 2026-04-27

Author: David Belson

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Cloudflare introduces the Radar Data Explorer and an AI Assistant that translate natural-language questions into Radar API queries, enabling users to visualize Internet traffic, attack trends, and technology adoption with comparisons, filters, and time ranges. The post outlines UI capabilities (charts, maps, comparisons, sharing, and raw API access) and explains the AI architecture: topic detection, endpoint/parameter selection via multiple LLM calls, schema validation, and a fallback that suggests similar questions using embeddings and a vector database, all built on Cloudflare’s developer platform.

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