#Generative AI (GenAI)

Generative AI refers to algorithms and models in artificial intelligence that are capable of generating new data or content that is similar to existing data. These models are trained on large datasets and learn to generate new examples that mimic the patterns and characteristics of the original data.

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Alex Woodhead · Sep 13 4m read

Plug-N-Play on Pattern Match WorkBench

Article to announce pre-built pattern expressions are available from demo application.

AI deducing patterns require ten and more sample values to get warmed up.

The entry of a single value for a pattern has therefore been repurposed for retrieving pre-built patterns.

Example: Email address

Paste an sample value for example an email address in description and press "Pattern from Description".

#Artificial Intelligence (AI) #Generative AI (GenAI) #Large Language Model (LLM) #Machine Learning (ML) #InterSystems IRIS

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Article

Alberto Fuentes · Sep 16 4m read

Run Your AI Agent with InterSystems IRIS and Local Models using Ollama

In the previous article, we saw how to build a customer service AI agent with smolagents and InterSystems IRIS, combining SQL, RAG with vector search, and interoperability.

In that case, we used cloud models (OpenAI) for the LLM and embeddings.

This time, we’ll take it one step further: running the same agent, but with local models thanks to Ollama.

#Artificial Intelligence (AI) #Generative AI (GenAI) #Large Language Model (LLM) #Python #SQL #Vector Search #InterSystems IRIS

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