About KarimM

KarimM

Metaflow helps data-scientists and developers to create scalable Machine Learning services and bring them to production faster. For a good overview on how to build and productize ML services with Metaflow see: https://docs.metaflow.org/introduction/w...

KarimM

SAP Data Intelligence allows for scaling the AI capabilities in the enterprise collaboratively. It provides an end-to-end tool for managing machine learning models effectively with built-in tools for data governance and lifecycle management. The aim...

KarimM

The path for artifacts and download into container is indeed tricky and I agree, the error messages are sometimes not helping in resolving the issue.Some AI Core details:1) the S3 bucket/pathprefix is the toot directory in S3 for your AI Core scenari...

KarimM

Here is a post on how to deploy LLaMa2 on the SAP AI Core:https://blogs.sap.com/2023/07/28/running-language-models-deploy-llama2-7b-on-ai-core/comment-page-1/#comment-691386

KarimM

the repo is available now:https://github.com/karimmohraz/rag-movieplotsIn order to improve the answers I am looking to use a model like mistral.If you have a ChatGPT key you could also use that as "llm", which can be fed into langchatin.

KarimM

Hi Nikhil,please check out the python library hana-ml.hana-ml uses SAP HANA Python driver (hdbcli) to connect to SAP HANA.One of the features is SAP HANA DataFrame, which provides a set of methods for accessing and querying data in SAP HANA without b...

KarimM

Another option would be to use "generic secrets" in AI Core to register the HANA SQL credentials in a secure way.https://blogs.sap.com/2021/04/23/connecting-to-sap-data-warehouse-cloud-from-python-via-hdbcli-sqlalchemy-hana_ml/https://help.sap.com/d...

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