Computer Vision Meetup: It’s in the Air Tonight. Sensor Data in RAG

I will do a quick overview of the basics of Vector Databases and Milvus and then dive into a practical example of how to use one as part of an application. I will demonstrate how to consume air quality data and ingest it into Milvus as vectors and scal…


This content originally appeared on DEV Community and was authored by Jimmy Guerrero

I will do a quick overview of the basics of Vector Databases and Milvus and then dive into a practical example of how to use one as part of an application. I will demonstrate how to consume air quality data and ingest it into Milvus as vectors and scalars. We will then use our vector database of Air Quality readings to feed our LLM and get proper answers to Air Quality questions. I will show you how to all the steps to build a RAG application with Milvus, LangChain, Ollama, Python and Air Quality Reports. Preview the demo on Medium.

About the Speaker

Tim Spann is a Principal Developer Advocate for Zilliz and Milvus. He works with Milvus, Generative AI, HuggingFace, Python, Big Data, IoT, and Edge AI. Tim has over twelve years of experience with the IoT, big data, distributed computing, messaging, machine learning and streaming technologies.

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Recorded on Sept 12, 2024 at the AI, Machine Learning and Computer Vision Meetup.


This content originally appeared on DEV Community and was authored by Jimmy Guerrero


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Jimmy Guerrero | Sciencx (2024-09-12T23:52:01+00:00) Computer Vision Meetup: It’s in the Air Tonight. Sensor Data in RAG. Retrieved from https://www.scien.cx/2024/09/12/computer-vision-meetup-its-in-the-air-tonight-sensor-data-in-rag/

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" » Computer Vision Meetup: It’s in the Air Tonight. Sensor Data in RAG." Jimmy Guerrero | Sciencx - Thursday September 12, 2024, https://www.scien.cx/2024/09/12/computer-vision-meetup-its-in-the-air-tonight-sensor-data-in-rag/
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" » Computer Vision Meetup: It’s in the Air Tonight. Sensor Data in RAG." Jimmy Guerrero | Sciencx [Online]. Available: https://www.scien.cx/2024/09/12/computer-vision-meetup-its-in-the-air-tonight-sensor-data-in-rag/. [Accessed: ]
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» Computer Vision Meetup: It’s in the Air Tonight. Sensor Data in RAG | Jimmy Guerrero | Sciencx | https://www.scien.cx/2024/09/12/computer-vision-meetup-its-in-the-air-tonight-sensor-data-in-rag/ |

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