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Hello friends the biggest concern companies have in using llms is the data privacy and protection so the companies they want to leverage llms to solve business problems but they are concerned about sending the private data especially the pi personally identifiable information over the internet to models like GPT hosted by open AI or uh other models like pal hosted by Google right so in this video we will see a mitigation technique uh to solve this problem okay so letamp;#39;s imagine uh you work for a law enforcement uh organization and you receive the complaints from the uh uh from people right so here is one example letamp;#39;s say my name is John Dio uh and on a particular date uh I lost my wallet and then uh it has some credit card etc etc right so letamp;#39;s say this is the customer uh complaint now you receive lots of these documents and letamp;#39;s say you are investigating one of the case and you want to find out uh uh uh some specific details uh uh about a case right s