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Cloudflare AI Search now automates crawling, ingestion, embedding, and retrieval across sites, replacing manual stitching of Workers AI, AI Gateway, Vectorize, R2, and Browser Run. Pricing previews free embedding and reranking with default models, plus 5M ingestion tokens and 2,000 queries monthly. The Dev Stack MCP server provides cited docs to coding agents.
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