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We will see a demo of developing GenAI applications in LabVIEW using LabVIEW LLM libraries. We will use LabVIEW LLM libraries to talk more in detail about the following:
1. Interact with large language models (LLMs), be it online or offline models. The libraries provide pre-built support for popular models.
2. Use the libraries to build a RAG (Retrieval-Augmented Generation) system, which combines the power of LLMs with a retrieval mechanism to enhance the quality and relevance of generated content.
3. Interact with the vector databases for efficient storage and retrieval of embeddings. The libraries provide seamless integration with popular vector databases, but also allow for custom implementations if required.
4. Utilize the libraries to build your own data processing pipelines for tasks such as data extraction, chunking, embedding.
5. Last but not the least, lets see the VLM(Vision Language Model) capabilities of these libraries to implement some interesting applications using LabVIEW.
Link - https://github.com/solitontech/labview-llm-libraries-eap
Venkatesh Perumal Pranay Chandragiri is a Solutions Architect for Semiconductor Test and Measurement Solutions at Soliton Technologies, with over 8 years of experience in LabVIEW and TestStand. He specialises in designing enterprise-scale semiconductor test and measurement standardisation and automation frameworks, with deep expertise in building hybrid test systems using LabVIEW, C#, and Python.
A recognised LabVIEW Champion, Pranay holds certifications as a LabVIEW Architect, TestStand Architect, and Professional Instructor – bringing both technical depth and a passion for knowledge sharing to everything he does. He is currently leading a team developing a GenAI-powered solution for semiconductor validation and test script development, pushing the boundaries of what’s possible in modern test automation.
Navin Subramani is a passionate software developer with 10+ years of experience in LabVIEW and extensive development experience in Python, React, and GenAI applications. He is a LabVIEW Architect and part of the 2021 LabVIEW Champion cohort.
Navin is currently a Solutions Architect - Automation and AI at Soliton Technologies, with his extensive experience in Semiconductor Post Silicon Validations, his current focus is on bringing GenAI into Test and measurement workflows.
Navin is addicted to his hobby projects that go from home labs to arcade consoles, and blogs most of it here: https://www.boringengineer.com/