In this paper, we present our first results obtained with a multi-agent based simulation of the fruit and vegetable Rungis market. Our goal is to simulate negotiation and price formation based on observed strategies on the real market. We aim to understand negotiation and price formation mechanisms, and explain their impact on macro variables (like the difference between the official price and the average price used on the market).