How to get a summary from a URL - AI21Labs

There is a preloaded endpoint you can deploy using the AWS Marketplace: https://aws.amazon.com/marketplace/pp/prodview-dkwy6chb63hk2.

Otherwise, this link shows example to deploy on SageMaker: https://github.com/AI21Labs/SageMaker, specifically: https://github.com/AI21Labs/SageMaker/blob/main/AI21_Summarize_example_model_use.ipynb. And this blog post shows how to use AI21Labs with Jumpstart: https://aws.amazon.com/blogs/machine-learning/ai21-jurassic-1-foundation-model-is-now-available-on-amazon-sagemaker/

Hope this helps,

Jon

For this particular problem I recommend that you use additional strategies.

1.- Place the A21 model as an inference point

2.- It will be necessary to use additional libraries such as LangChain and LlamaIndex to manage the "Prompts" and feed the text. (It will be necessary use of "Embeddings")

3.- Adjust the Langchain (or LlamaIndex it is the same ) call to the model established in point 1

Works very well

The model is just the first step for this particular case.