Hi Ian,
Thanks for going through the article and appreciate your feedback!
The current article was intended to demonstrate, how to interact with Unidata tables using a Large language model and provide textual responses to your questions.
As you scale up your language model implementation to handle large datasets and millions of records, you'll want to leverage cloud infrastructure to tap into production-ready hardware and GPU resources. This will enable you to handle the computational demands of large language models while ensuring security and scalability.
For a customer service chat app, it's crucial to implement robust security measures to prevent potential breaches. This includes data filtering, access controls, prompt design, and regular auditing. By combining these techniques with cloud-based infrastructure, you can ensure a secure and scalable solution.
Please let me know, if have any additional questions.
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Kurt KONCHADI
ERP Development Manager
Rocket Forum Shared Account
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Original Message:
Sent: 06-21-2024 17:42
From: Ian McGowan
Subject: AI and MultiValue Discussion
That's amazing, and I plan on working through your examples in the demo account, thanks for putting together such a detailed walk through! Interested with experiences doing it at scale - if you have tables with millions of records, does it still hold up?
I was thinking of a customer service chat app, where a customer could ask questions about their account, orders, billing etc. However, it seems like a difficult problem to restrict an LLM to a subset of topics - the idea of a customer doing an LLM jail break and being able to trick a chatbot into revealing other customers account information is a security nightmare...
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Ian McGowan
Principal Consultant
Rocket Forum Shared Account
Original Message:
Sent: 06-19-2024 23:45
From: Kurt KONCHADI
Subject: AI and MultiValue Discussion
Hi Mike,
Please check out my article at Medium ( might need a free login ). I will be publishing several open source training blogs and publishing the code on github.
https://medium.com/@kkonchadi/chat-with-your-u2-unidata-files-locally-by-using-open-source-llm-creating-a-rag-using-u2-unidata-c96d8527979c
Thanks in advance for starting this thread!
Regards,
Kurt
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Kurt KONCHADI
ERP Development Manager
Rocket Forum Shared Account
Original Message:
Sent: 02-15-2024 17:31
From: Mike Rajkowski
Subject: AI and MultiValue Discussion
As Rocket's MV evangelist, I'm starting a discussion. What are you thinking or doing with AI around your MV app?
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Mike Rajkowski
MultiValue Product Evangelist
Rocket Internal - All Brands
US
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