Ask Zico: Production Architecture And Request Flow
4 min readAI Engineering
A system map of Ask Zico: the PHP trust boundary, Cloudflare Worker, evidence stores, model providers, operational state, and end-to-end request lifecycle.
Posts tagged #Grounded AI
Found 3 articles
Grounded Answer Generation: Turning Retrieved Arabic Evidence Into Safe Answers
7 min readAI Engineering
How Ask Zico compacts evidence, routes provider capacity, validates citation IDs, refreshes follow-up evidence, and deliberately falls back.
Evaluation: Making An Arabic RAG Assistant Earn Its Citations
7 min readAI Engineering
A layered evaluation method for Arabic retrieval, answer correctness, citation precision, refusals, regressions, and production feedback.