This manuscript is dedicated to the study of the nonlinear and singular anisotropic elliptic problem defined by \( {\left\{ \begin{array}{ll} \displaystyle Au+H(x, \nabla u)+g(x,u,\nabla u)=f& \text{ in } \Omega , \\ u=0 & \text{ on } \partial \Omega , \end{array}\right. } \) where \(\displaystyle Au=- \sum _{i=1}^{N} D^{i}a_{i}(x, u, \nabla u)+|u|^{p_{0}-2}u \) , the lower-order terms \(g(x,s,\xi )\) and \(H(x, \xi )\) satisfy some growth conditions, and \(f\in L^{1}(\Omega )\) . We prove the existence of entropy solutions for this nonlinear and singular elliptic problem.