4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The tool simulator generates tool outputs from the conversation history and tool-call information instead of calling APIs or accessing databases.

Pratik Bhavsar · ⚡️Ranking Agentic LLMs — Pratik Bhavsar, Galileo · 14 Jul 2025

In their words

The transcript segments this claim was taken from

“which takes into the input as a tool call.”
“So it gets the tool call,”
“it gets the response of the tool call schema and then it is supposed to give an output.”
“So rather than like interacting with an API or calling certain databases,”
“it is going to generate an output based on the history of the conversation and the tool call information that is given.”
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