This invention relates to a silica hydrogel composite obtainable by mixing silica particles, comprising an encapsulated agent, with a silica sol, wherein obtained hydrogel composite is shear-thinning. The present invention also relates to use of the silica hydrogel composite according to the invention for an injectable, flowing or extrudable formulation. The present invention further relates to a method for preparing the silica hydrogel.