Intent parser
Extract commercial signals from unstructured conversation context.
Architecture
A multi-tenant ad network built for AI applications — semantic retrieval, real-time auctions, and event-driven billing.
Embedding index
Semantic retrieval across advertiser product catalogs at scale.
Ranking engine
Score candidates by relevance, prediction, and quality signals.
Auction service
Budget-aware bid selection with second-price clearing.
Event pipeline
Track impressions, clicks, and conversions for attribution.
Tenant isolation
Separate publishers, advertisers, and platform data by design.
System overview
Publishers send conversation context to Adsourcer. The platform parses intent, retrieves candidate ads from advertiser catalogs, ranks by relevance and predicted performance, runs a second-price auction, and returns structured ad payloads with disclosure metadata.
Deployment
API services run on FastAPI with PostgreSQL and Redis. The dashboard is a Next.js application. See documentation for local development setup.