The use of synthesizable reconfigurable IP cores has increasingly become a trend in System on Chip (SoC) designs because of their flexibility and powerful functionality. The market introduction of multi-featured platform FPGAs equipped with embedded memory and processor blocks has further expanded the possibility of utilizing dynamic reconfiguration to improve overall system adaptability to meet varying product requirements. In this paper, a reconfigurable hardware implementation for pattern matching using Finite State machine (FSM) is proposed. The FSM design is RAM-based and is reconfigured on the fly through altering memory contents only. An embedded processor is used for orchestrating run time reconfiguration. Experimental results show that the system can reconfigure itself based on a new incoming pattern and perform the text search without the need of a host processor. Results also proved that each search iteration was executed in one clock cycle and the maximum achievable clock frequency is independent of search pattern length.