Jonathan Yue, PhD – Medium

Jonathan Yue, PhD

Jonathan Yue, PhD

Best Vector Store for RAG Systems

The best vector store for RAG applications is the Jaguar vector store, which stands out as the premier choice for Retrieval-Augmented…

15 min readDec 31, 2023

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Best Vector Store for RAG Systems

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Jonathan Yue, PhD

Anomaly Detection in JaguarDB

Jaguar vector database is pioneering the way data scientists approach anomaly detection. It provides a structured and efficient means of…

3 min readDec 21, 2023

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Anomaly Detection in JaguarDB

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Jonathan Yue, PhD

JaguarDB Dual Indexing

In Jaguar Vector Database, the aggregation of a user’s data is organized into entities known as ‘pods’. Each pod serves as a dedicated…

3 min readNov 21, 2023

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JaguarDB Dual Indexing

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Jonathan Yue, PhD

Best Vector Databases in 2023

Vector databases have emerged as a prevailing trend in 2023 and possibly 2024, with their significance particularly pronounced in AI…

10 min readAug 29, 2023

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Jonathan Yue, PhD

Guide to JaguarDB Vector Database API

Vector databases find application in NLP tasks such as document similarity, sentiment analysis, and semantic search. Textual data can be…

6 min readAug 24, 2023

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Jonathan Yue, PhD

Vector Quantization In JaguarDB Vector Database

In vector databases, the storage of vectors constitutes a resource-intensive task, demanding a considerable allocation of memory. Given the…

3 min readAug 24, 2023

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Vector Quantization In JaguarDB Vector Database

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Jonathan Yue, PhD

JaguarDB Vector Database Multimodal Search: Integrating Vector Search and Exact Search

In various application scenarios, there arises a need for users to perform targeted queries on a dataset, ensuring that the retrieved data…

2 min readAug 24, 2023

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Jonathan Yue, PhD

How Vectors Are Sharded in JaguarDB Vector Database

Artificial intelligence (AI) often relies on vector databases for various tasks such as natural language processing, information retrieval…

2 min readAug 24, 2023

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Jonathan Yue, PhD

Taking a closer look at the Consistent Hashing algorithm

Consistent hashing is a widely employed technique in distributed systems, where a hash function is used to map data items and nodes onto a…

5 min readJun 8, 2023

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Jonathan Yue, PhD

Omicro Blockchain

Omicro Network will be the highly scalable public blockchain that can scale to millions of nodes without compromising the loss of…

3 min readApr 29, 2022

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Jonathan Yue, PhD

Jonathan Yue, PhD

Enthusiast on vector databases, AI, RAG, data science, consensus algorithms, distributed systems. Initiator and developer of the JaguarDB vector database

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