Dicer, Argonaute and RNA-dependent RNA polymerase form the core components to trigger RNA silencing. Although tomato (Solanum lycopersicum) is a dicotyledon model plant, no systematic analysis and expression profiling of these genes in tomato has been undertaken previously. In this study, seven Dicer-like (SlDCLs), 15 Argonaute (SlAGOs) and six RNA-dependent RNA polymerase (SlRDRs) genes were identified in tomato. These genes were categorized into four subgroups based on phylogenetic analyses. Comprehensive analyses of gene structure, genomic localization and similarity among these genes were performed. Their expression patterns were investigated by means of expression models in different tissues and organs using online data and semi-quantitative RT-PCR. Many of the candidate genes were up-regulated in response to Tomato yellow leaf curl virus infection and abiotic stresses. The expression models of tandem gene duplications among SlDCL2s indicated the DCL2 family plays an important role in the evolution of tomato.