OpenAI Assistants API + Python 🤖 How to get started? (FULL Tutorial) 🤯 INSANE

Key Takeaways

this is huge is there any way to create a custom chat GPT assistant is there any way to customize the assistant based on our requirements that's exactly what we are going to see today let's get [Music] started hi everyone I'm really excited to show you about chat GPT assistant API this is groundbreaking I'm going to take you through step by step on how to set this up I've already covered the beginner Tut tutorial in regards to chat GPT I will link that in the description below now let's start with import open AI next setting of The Client equals open. openai next we are creating assistant equals client. beta. assistant. create in that we are providing name of the tutor that is math tutor instructions you are a personal math tutor write and run code to answer math questions that is the custom chat assistant we are creating to help students to solve math problem next we are adding tools to run the code we need code interpreter after that we are defining the model name which is GPT 4 Turbo first we have initialized the assistant next we are creating a thread thread equals client. bea. threads. create then third we are going to create message equals client beta. threads. message. create this is the message the student is sending to the tutor we're providing the thread ID roll which is either user and the content I need to solve the equation 3x + 11 = 14 can you help me that is the question the student is asking the math tutor I will Mark that as student next we are running the code run equals client. beta. threads. runs. create here we are providing the thread ID the assistant ID and the instruction so thread ID is a thread which we created assistant ID is the assistant that's the math tutor which we created and we are providing instruction please address the user as mvin prais this is like initializing the chat in autogen now we need to wait for the run to complete so to do that I'm going to import time and then time do sleep for 10 seconds so first we initialize assistant that's the math tutor who is going to help in understanding math then we are creating a thread that is like a conversation between math tutor and the student thirdly you create a mage message that is a student the student is asking a question to solve the equation and then we are running all that together in this runs function now we need to check the status if the Run has been completed or not to do that run status client. beta. threads. run. retrieve this will retrieve the status of the thread inside that we are providing thread ID and run ID if the Run status do status equals completed then message is equal to client. beta. threads. messages. list thread ID equals thread ID this is the format in which you need to give this messages will contain all the list of conversation between the tutor and the student now we are going to Loop through the messages for message in message. dat rooll equals message. roll content equals message. content. text. value and then we are printing the role which will be the student and the assistant then the content so as a quick overview first we are importing open AI then we are creating a custom assistant who is the math tutor to help students and we are assigning the model gp4 turbo and defining what tool they require that is code interpreter then we are creating a thread that's like a conversation between two person in the thread the student is asking a question I need to solve the equation that is the message then we are running theod code once after the run is initiated we are waiting for 10 second for it to complete then we are retrieving the status of the thread if the status of the thread is completed we are retrieving all the messages in the thread and then finally we are printing it out I'm going to run this code in your terminal type Python app.py and click enter I'm not getting a response probably it might need more time so I'm going to increase the weight time time to sleep is 20 now I'm going to run it again Python app.py and click enter now we got a response the assistant is responding that is the math tutor the solution of the equation is here this is the complete thread between the user and assistant that's it as simple as that now you are able to create custom assistants using chat GPT and it is powerful I'm going to create more videos in regards to chat GPT assistant so stay tuned in my YouTube channel I'm continuously creating videos about artificial intelligence so please have a look I hope you like this video do like share and subscribe and thanks for watching