The invention concerns an aqueous biocompatible gel composition of polysaccharides characterized in that it comprises a mixture of at least two polysaccharides one of which is capable of being gelled by chemical process and the other by heat process and the use of such a composition for preparing an implant. The inventive composition is characterized in that it further contains biological tissue extracts and/or an active pharmaceutical principle alone or combined.