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Gemini 3 Flash: Orchestrate a function call kitchen
Google DeepMind· 2025-12-17 16:00
Gemini 3 Flash can handle a huge number of function calls reliably at low latency. In this function calling challenge, it must successfully sequence tasks to prepare dishes. Let's cook some ramen.We start with 100 ingredients and 100 tools which the model has to reason across simultaneously. Each kitchen tool is a separate function call. There are three agents powered by Gemini 3 flash.The cooking agent triggers the function calls. It plans ahead by combining raw ingredients to use later on. New combination ...
X @Avi Chawla
Avi Chawla· 2025-09-03 06:30
Function calling & MCP for LLMs, clearly explained (with visuals): ...
X @Avi Chawla
Avi Chawla· 2025-08-06 19:13
AI Engineering Resources - The document provides 12 cheat sheets for AI engineers covering various topics [1] - The cheat sheets include visuals to aid understanding [1] Key AI Topics Covered - Function calling & MCP (likely Mean Cumulative Probability) for LLMs (Large Language Models) is covered [1] - The cheat sheets detail 4 stages of training LLMs from scratch [1] - Training LLMs using other LLMs is explained [1] - Supervised & Reinforcement fine-tuning techniques are included [1] - RAG (Retrieval-Augmented Generation) vs Agentic RAG is differentiated [1]