"Kaminari Research team on AMD AI League Hackathon"

An autonomous web retrieval agent built for AMD AI League Match 4: Intelligent Web Information Retrieval. The agent accepts natural-language requests (for example: "find the current lead time for part X on the supplier site") and returns the exact information together with its source URL. Pipeline: (1) query understanding and target-site selection, (2) deterministic navigation with retries and fallbacks, (3) structure-aware content extraction, (4) evidence-grounded answer synthesis with citations, and (5) refusal when a fact cannot be verified against a primary source. An optional resident local model on AMD ROCm (vLLM, OpenAI-compatible) re-ranks candidates and proposes extraction patterns; the deterministic stdlib core runs the same pipeline without a GPU, and per-request latency stays within the evaluation budget. The verifier cross-checks every extracted value against the page it came from, and every answer carries the exact source link. Built solo by Eran Rosadi (Kaminari Research).