Creating a GPT-3 Product Description Generator with AWS Lambda and API Gateway

Creating a GPT-3 Product Description Generator with AWS Lambda and API Gateway | AWS Tutorial

Рет қаралды 9,713

Жыл бұрын

In this video, we will show you how to integrate Openai GPT-3 into an AWS Lambda function and API Gateway to create a powerful product description generator.
Code: github.com/PradipNichite/Yout...
I am a Freelance Data Scientist working on Natural Language Processing (NLP) and building end-to-end NLP applications.
I have over 7 years of experience in the industry, including as a Lead Data Scientist at Oracle, where I worked on NLP and MLOps.
I Share Practical hands-on tutorials on NLP and Bite-sized information and knowledge related to Artificial Intelligence.
LinkedIn: / pradipnichite
#openai #gpt3 #awslambda #apigateway #aws #apikeys #ProductDescriptionGenerator #AI #MachineLearning #NLP #TextGeneration

Пікірлер: 28

@FutureSmartAI Жыл бұрын

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@sairam332 8 ай бұрын

Thank you Pradip. This really helps. Appreciate your efforts. Keep up the good work

@Tradersreunitedlive Жыл бұрын

Thank you for sharing, helped in gaining knowledge.

@FutureSmartAI Жыл бұрын

Glad it was helpful!

@sriramkrishna6853 Жыл бұрын

Thanks, Pradip. I recently came across your channel and really enjoy your patient and practical approach towards teaching. I have a following video request. Appreciate if you can share in future: 1. Any specific NLP model in Google colab -> dockerize it to deploy it in AWS lambda. 2. How to pass large text into embeddings and store in Pinecone. 3. What's a good way to store large document vectors in Pinecone, How to make generative text as chat our of those document. Thanks again for all your advice and knowledge sharing.

@FutureSmartAI Жыл бұрын

These are amazing suggestions.

@sriramkrishna6853 Жыл бұрын

@@FutureSmartAI Thank you very much, Pradip. Really appreciate you for considering the suggestions. Can’t wait for upcoming videos on these topics. Excited!

@heffum5107 Жыл бұрын

great video, thank you

@FutureSmartAI Жыл бұрын

Glad it helped

@sadoubarry5022 10 ай бұрын

Very interesting tutorial, thank you for sharing! I was wondering if you could also create a tutorial on deploying a document-based question answering system on AWS using Openai (Llama Index, Langchain,? I believe many would find it beneficial. Keep up the great work!

@FutureSmartAI 10 ай бұрын

Great suggestion!

@user-or9mf9tv7c 5 ай бұрын

We are developing a code generation chatbot that we plan to offer on a subscription basis. We are unsure about the best way to implement OpenAI’s API key for this use case. Should we provide a unique API key to each individual user, or utilize a single key and charge users based on their individual usage? please Tell me the process for this

@rodrigo7089 Жыл бұрын

Great video!!!, did you try with langchain?, is there any issue with the size of some libraries?. Thanks!

@FutureSmartAI Жыл бұрын

Yes. I have create video on langchain also

@venkatesanr9455 Жыл бұрын

Thanks for your valuable videos. Can you give some inputs on sending inputs/getting outputs involving diffusion model apis using postman (giving inputs like text to diffusion models and getting the response in postman and seeing or viewing image results from the format obtained)

@FutureSmartAI Жыл бұрын

Will do, but for now I am trying to cover NLP things.

@sundarramanp3057 Жыл бұрын

@@FutureSmartAI just explaining how to integrate and test with postman even for nlp will be helpful

@harshsinha9709 Жыл бұрын

How can I use this to integrate with lex and create a question Answer type bot?

@FutureSmartAI Жыл бұрын

When lambda receives request you can use any ML model to answer that question.

@chingkhei_thoudam 9 ай бұрын

@@FutureSmartAI Can you please make a tutorial video about that?

@Mostafa_Sharaf_4_9 9 ай бұрын

thank you for your efforts ,I did exactly the same of what you did in the vadio but when I tested the API I faced this error ...... [ "errorMessage": "Unable to import module 'lambda_function': No module named 'pydantic_core._pydantic_core'",] what should I do ?

@FutureSmartAI 8 ай бұрын

I recently open ai has upgraded their library and syntax has changed bit

@SuryaRegalla 7 ай бұрын

then tell the solution bhai??@@FutureSmartAI

@FutureSmartAI 7 ай бұрын

@@SuryaRegalla I have made new video with upgraded api. All concept remains same but syntax changes kzfaq.info/get/bejne/gbyUg5eE1b3Hk2g.htmlsi=sgmw9q9r8e4Rymxi

@SuryaRegalla 7 ай бұрын

I solved it bro.... u just need to pip install openai==0.28..... later note the python version there. When creating the lambda layer mention that python version. I have used ubuntu terminal to run those commands.

@FutureSmartAI 7 ай бұрын

@@SuryaRegalla Great!. I would still suggest use upgraded open ai models like GPT 3.5 instead of GPT-3. GPT 3.5 is powerfull and many times cheaper