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hello by the end of this video you are going to have a deep understanding of what function calling is and code this for yourself and try this out using a local llm using olm so first of all let us see the output so python app.py so what this is going to start up is a place where you can ask questions so let me ask what is the opposite of hot and then you can see the output as then you can see the output as the functions which were called so in this example the function that was called is a function named get antonyms and that function returns me a response called cold now if youamp;#39;re wondering how was is it able to get this response and where do we Define these functions itamp;#39;s defined somewhere here so we have this function get anonyms and this is essentially a dictionary where we have key value pairs of opposite words and when you pass in a word we get the output or the value that is uh put in as a key here and we get the value of this particular dictionary so this is one