Hackathon MVP for an entity intelligence cache — query → Redis semantic cache → Ghost (Postgres) entities → Tinyfish Search + mock retrieval → distillation → deltas → synthesis; optional Senso KB publish for cited.md pipeline.
npx @senso-ai/shipables install codesniper99/entity-intelli-aiGET https://api.search.tinyfish.ai) before fallback corpus.POST /org/kb/raw) toward cited.md.TINYFISH_API_KEY; optional TINYFISH_SEARCH_URL, TINYFISH_SEARCH_LOCATION, TINYFISH_SEARCH_LANGUAGE.SENSO_API_KEY, SENSO_KB_FOLDER_NODE_ID, optional SENSO_API_BASE.lib/researchPipeline.tslib/researchRetriever/tinyfishRetriever.tslib/senso/ingestRaw.tsPOST /api/publish/senso with JSON { "markdown", "title?", "summary?", "query?" }docs/SHOWCASE.mdpnpm install
pnpm db:seed # schema + demo entities (needs DATABASE_URL)
pnpm dev
Ghost + Redis keep entity truth; Tinyfish pulls live web evidence; Senso publishes grounded runs so agents on the open web can cite and builders can attach x402 / CDP / Stripe MPP / agentic.market at the fetch boundary.