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Developer Builds Source-Backed Video Search Engine for SEO Knowledge on Cloudflare

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A developer has built Base2026, a search platform designed to surface expert insights from short-form videos with full source attribution and verifiable evidence trails. The system indexes practitioner-made video content and returns bounded excerpts tied to specific creators, context, and original sources rather than generating freeform AI answers. Built entirely on Cloudflare infrastructure, it uses Workers, D1 with FTS5 full-text search, R2 storage, and Workers AI for transcription, with a strict public-private architectural split. As of August 29, the platform had indexed 2,175 public search documents from 1,574 distinct source videos across 50 dynamic evidence routes, with no full transcripts published. The project prioritizes deterministic, reproducible retrieval over generative synthesis, and includes public correction and removal paths as core product features.

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Developer Builds Source-Backed Video Search Engine for SEO Knowledge on Cloudflare · ShortSingh