Enterprise-Ready Knowledge Management System
Rapid prototyping and deep exploration of Onyx for enterprise AI-powered knowledge management — a production RAG stack with multi-tenant isolation, custom connectors, and semantic search.
Prototyped a custom PDF connector, but custom connectors can empower enterprise documentation systems, indexing manuals, guides, and wikis with intelligent chunking.
Multi-tenancy can be achieved through database schema isolation, separate Vespa indexes, and role-based access controls.
Learn more →Analytics can be implemented by creating custom FastAPI endpoints to query PostgreSQL logs. Would require developing API routes for metrics and a dashboard UI in Next.js.
Performance can be optimized through Vespa tuning, Redis caching strategies, chunk size optimization, and PostgreSQL query indexing.
Ready to transform enterprise knowledge management with advanced RAG prototyping?
Let's discuss how my Onyx expertise can accelerate your AI initiatives.