Summary
Retrieval Augmented Generation (RAG) allows for adding knowledge from external sources into a Large Language Model (LLM) prompt.
In this blog post I will be using this approach for using an LLM to retrieve data from an SAP S4/HANA system...
Introduction
In December 2022 SAP held a machine learning competition called “I quit!” attended by 50 participants to showcase the machine learning capabilities of SAP HANA Cloud. The idea is to predict from a database of employees who is the most li...
Background
Master data maintenance is a time-consuming activity for many businesses. Companies like retailers selling large amounts of different articles or manufacturing companies processing raw materials into finished goods can easily collect datab...
Hi experts,
I would like to try out the Kyma runtime on an SAP BTP trial account I created, however when trying to enable the Kyma runtime the process crashed after a few hours with just a single message that creation could not be finished. As far ...
This is part 2 in a two-part series of blog posts on large-scale and explainable forecasting using APL. In part 1 I have outlined a way to utilize the APL library for in-database training of a regression model in HANA in order to be used together wit...
Hi Vivek,
thank you for your extensive writing. Did you consider retrieving the word embeddings for the PDF documents you are querying and storing these in a vector database? This will integrate with GPT very nicely.
A package like langchain will h...
Hi Christoph,
unfortunately I am not able to join the call next Friday on the provided time slots. I have written the following blog post about my analysis: https://blogs.sap.com/2022/12/14/sap-hana-cloud-machine-learning-challenge-preventing-empl...
Hi Christoph,
unfortunately I am not able to join the call next Friday on the provided time slots. I have written the following blog post about my analysis: https://blogs.sap.com/2022/12/14/sap-hana-cloud-machine-learning-challenge-preventing-employ...
Hi Karishma,
thank you for your write-up. I am trying to set up a connection to DWC from an AWS SageMaker notebook, however when calling DbConnection() the package throws an error because it cannot connect to the remote server:
Could it be that Sag...
