About Fukuhara

Fukuhara

I am composing this blog to check the performance of HANA Vector Store, with particular emphasis on the following aspects:The quantum of memory utilized to store embeddings as well as to conduct a search.The duration required to perform a search.Summ...

Fukuhara

I am crafting this blog to deliver an illustrative example of implementing Python RAG using the SAP HANA Cloud Vector Engine, SAP AI Core, and Python on Google Colab.The contents is based on an official tutorial "Retrieval Augmented Generation using ...

Fukuhara · 03-29-2024

EnvironmentHere is environment I tested.TypeVersionPython3.10.2hana_ml2.20.24031902HANA Cloud4.00.000.00.1710841718 (fa/CE2024.2)CodeJust a simple code snippet for define, insert and select with join tables. from hana_ml.dataframe import ConnectionC...

Fukuhara · 09-21-2022

I am writing this blog to show training with APL using python package hana_ml. With APL, you can automate preprocessing to some extent. Environment Environment is as below. Python: 3.7.14(Google Colaboratory) HANA: Cloud Edition 2022.16 APL:...

Fukuhara · 09-21-2022

I am writing this blog to show basic Auto ML classification training procedures using python package hana_ml. Wtih class AutomaticClassification, you don't need to consider the both preprocessing and classification algorithms. AutoML finds the best...

Fukuhara · 01-09-2024

Hi, I'm sorry that I don't have any information. Though I haven't check the availability, I guess it is available. Regards, Yohei

Fukuhara · 08-14-2023

Hi, Though I haven't check it, please try "Flask". I think python packages are case dependant. Regards, Yohei

Fukuhara · 08-13-2023

Hi, I suspect if you failed to install Flask package. Please check the below chapter. 1.3. Add Flask library to file “requirements.txt” You can check if Flask is successfully installed using ssh. Regards, Yohei

Fukuhara · 06-26-2023

Hi, We cannot say one connection method is better than the other generally. It's up to your requirement and environment. One thing we should care is that SAP Cloud SDK's supportability of RFC. https://sap.github.io/cloud-sdk/docs/java/features...

Fukuhara · 03-02-2023

Hi, It stars automatically with my example. If you want to start tasks from cli, use the below command, though I don't remember if there are prerequisites. cf run-task <cf app name> --command "python <file name>.py" --name taskfromcli Regar...

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Checking HANA Cloud Vector Engine performances

Python RAG sample for beginners using SAP HANA Cloud and SAP AI Core

Define and insert data into temporary table using python hana_ml

Python hana_ml: Classification Training with APL(GradientBoostingBinaryClassifier)

Python hana_ml: Basic Auto ML Classification(AutomaticClassification)

Re: How to call function modules using SAP Cloud SDK for Java

Re: Create simple Flask REST API using Cloud Foundry

Re: Create simple Flask REST API using Cloud Foundry

Re: Configure Cloud Connector for RFC connection from cloud to on-premise

Re: Create simple Flask REST API using Cloud Foundry