Cover image

Mind the Gap: How Tool Graph Retriever Fixes LLMs’ Missing Links

TL;DR for operators A user asks an AI agent to delete an account. The obvious tool is DeleteAccount. A normal semantic retriever will probably find it. Splendid. The agent still fails if it misses GetUserToken, because the deletion tool needs a token first. This is the failure mode Tool Graph Retriever, or TGR, is built to address.1 ...

August 8, 2025 · 18 min · Zelina