🛍️ ShopRLVE-GYM — Interactive Demo

You are the AI agent. A simulated customer will ask for help finding products. Use the available tools to search the catalog, then submit your recommendation.

Flow: Reset → Read customer message → Use tools → Write response → Submit answer → See reward

The environment has 2M real Amazon products indexed with FAISS HNSW + gte-small embeddings.

Click Reset to start a new episode.

🔧 Tools

Select Tool

catalog.search — 🔍 Search products by query + optional filters

  • query (✱ required) — Search query
  • top_k (optional, default=20) — Number of results (1-500)
  • filters (optional) — Filters JSON e.g. {"price_max":50}