Proven Results
Real results from sovereign AI infrastructure. Every system described here is live in production, built and operated without third-party gatekeepers.
Built and trained the Kush model line, with hotep-llm-kush-v82 remaining the validated production model after the September 7 V9 candidate check. The system has been fine-tuned across 16+ training versions on 2,300+ curated Afrocentric examples, validated with Prime Agent smoke tests, and served from self-hosted local infrastructure.
Deployed @hotep_llm_bot serving real users around the clock with auto-recovery watchdog, sub-2 second response times, persistent user profiles with streak tracking, gamification (XP, badges, streaks), and /deep research mode.
Built knowledge.askhotep.ai with 437+ indexed articles across 4 knowledge collections — protocols, history, wisdom, and entities. Static-generated for instant page loads with semantic search via RAG.
End-to-end monetization with Stripe integration, webhook gateway on Cloudflare Tunnel, 2 pricing tiers (Free + Pro $9/mo), Telegram Stars payment support, and cache-first checkout.
Production inference runs on owned local hardware with Cloudflare Pages for static hosting and Cloudflare Tunnel for API proxy. Total monthly cloud cost: $0.
Query expansion generates 3 search variants per query. LLM + cross-encoder dual reranking for precision. Parallel search across 4 ChromaDB collections. Redis embedding cache for 85%+ cache hit rate. 5 Prometheus metrics for real-time monitoring.
Experience Hotep Intelligence firsthand. Try the live demo or explore our pricing to find the right tier for your needs.