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Hi Community,

In this article, I will introduce my application iris-VectorLab along with step by step guide to performing vector operations.

IRIS-VectorLab is a web application that demonstrates the functionality of Vector Search with the help of embedded python. It leverages the functionality of the Python framework SentenceTransformers for state-of-the-art sentence embeddings.

Application Features

  • Text to Embeddings Translation.
  • VECTOR-typed Data Insertion.
  • View Vector Data
  • Perform Vector Search by using VECTOR_DOT_PRODUCT and VECTOR_COSINE functions.
  • Demonstrate the difference between normal and vector search
  • HuggingFace Text generation with the help of GPT2 LLM (Large Language Model) model and Hugging Face pipeline

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In our previous article we presented the general concepts as well as the problem that we wanted to solve by using the task engine integrated in InterSystems IRIS, in today's article we will see how we configure an interoperability production to provide a solution.

Workflow Engine Configuration

First we are going to define the roles of the tasks that we are going to manage, in our example we are going to define two types:

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It's not clear to me, when using the InterSystems Container Repository, which version is the best / most recent non-preview Community Edition version to use.

I see lots of 2023.2.x versions, a single 2023.3 and 2024.1 version, but also a latest-cd and latest-em (with no explanation as to what cd and em mean).

I assume the trick is to use one of the latest-xx ones? If so, which?

Unfortunately I haven't been able to find any explanatory information anywhere about the nomenclature conventions used.

Many thanks

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In the previous article, we saw in detail about Connectors, that let user upload their file and get it converted into embeddings and store it to IRIS DB. In this article, we'll explore different retrieval options that IRIS AI Studio offers - Semantic Search, Chat, Recommender and Similarity.

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DNA Similarity and Classification was developed as a REST API utilizing InterSystems Vector Search technology to investigate genetic similarities and efficiently classify DNA sequences. This is an application that utilizes artificial intelligence techniques, such as machine learning, enhanced by vector search capabilities, to classify genetic families and identify known similar DNAs from an unknown input DNA.

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Hey Developers,

Watch the latest video on InterSystems Developers YouTube:

Understanding HL7 FHIR Profiles

https://www.youtube.com/embed/zmtIpvG6Wcg
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InterSystems Official
· May 21
InterSystems Platforms Update Q2-2024

Here’s our Q2’2024 quarterly platforms update. If you’re new to these updates, welcome! This update aims to share recent changes as well as our best current knowledge on upcoming changes, but predicting the future is tricky business and this shouldn’t be considered a committed roadmap.

With that said, on to the update…

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Hi Community,

Play the new video on InterSystems Developers YouTube:

FHIR to IntegratedML - Can You Get There From Here @ Global Summit 2023

https://www.youtube.com/embed/L5sl1tbyJGY
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While performing the IRIS upgrade on our backup test server I noticed the following error in the messages log after restarting IRIS:

04/26/24-16:28:36:788 (5701964) 1 [Utility.Event] (HSHCPRT) Failed to retrieve journal file #9567 from FCHHSHCPRTTX02/PRT: Failed to allocate a 33686036 byte tcp buffer for zlib compress.

Stumped on this one, I logged a WRC and looked at some things with support but was not able to resolve the issue. Any help would be greatly appreciated.

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Hi Guys

Two of the HC servers I manage (a mirrored pair) have lost the ability to debug code, and I am unsure as to why this has happened. Clearly something has changed, as the other three are working just fine.

When I select a Class Method as debug target, add a few break points and run it, I get the following Output

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Hi Community,

Play the new video on InterSystems Developers YouTube:

Clinica Universidad de Navarra - Low on Budget High on Innovation @ Global Summit 2023

https://www.youtube.com/embed/Yyb_I80oJF0
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Hello everyone,

I have an issue related to Visual Studio Code and its InterSystems extension when exporting routines from the database to the file system.

The code entered via the terminal editor is encoded in DOS code page 437, but when I export it to my file system, even if I set the file opening to DOS CP 437, the accented characters which are two bytes long cause problems.

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there is a setting in VSCode "objectscript.export: {noStorage: ture} " allow export cls from server to client, without storage definition.

However, wheneven I complied and save cls in my vscode client, the storage definition was added back. If I don't want it, I have to deleted the part manually.

Does anyone have something to teach me? thank you

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Hey Developers,

Watch the latest video on InterSystems Developers YouTube:

Identifying Structured and Coded Data in HL7 FHIR Resources

https://www.youtube.com/embed/_2NksmmiUiQ
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I have the JSON message below. I am struggling with parsing the data in the OtherProcedures section. That section can be null, or have from one to many other procedures. Any help is greatly appreciated. I have tried using/setting an iterator to go thru the data but not having any success with that.

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