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[Music] which is there is a meaning in each medical area and each branch to where each service belongs to was a good idea to apply this kind of knowledge graph so the challenge we had is that we wanted to quickly build the knowledge base uh and then apply machine learning on it and shift more complex applications like entity resolution limb prediction and patent discovery this is what we have done and what we will show here is this solution framework which is composed by these steps so these five steps the first one we have this data database sql database and we will see next how it was we clean it and extracted the schema in the new entity relation schema uh put it in a hyper relational database which was gracon we also analyzed the different other solutions like neo4j or ntb johns graph and eventually to our opinion graph seemed the most suitable for building a knowledge graph also by looking at the recent work of audrey it will be here and she published a paper on her solution abo