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Frank Liu

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The State of AI Powered Search and RetrievalAI Engineer World's Fair 20252025-06-03
Overview of practical results and engineering choices for AI search: RAG plus reranking is standard, embeddings drive relevance and embedding quality is…
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Milvus Vector Database: Unlocking the Future of Open Source Vector DatabasesAI.dev: Open Source GenAI & ML Summit North America 20232023-12-12
Milvus is an Apache-2 open source vector database built for billion-scale, claiming real-time reads and writes with a distributed microservice architecture…
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The Rise of Vector Databases - Lessons from the Milvus CommunityOpen AI + Data Forum @ Open Source Summit North America 20232023-05-10
Explains why Milvus is a purpose-built vector database (open source, ~20,000 stars on GitHub) and when to use it versus raw libraries like FAISS, showing that…
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The Evolution of Milvus: A Cloud-Native Vector DatabaseOpen Source Summit Europe 2022: Open AI + Data Forum2022-09-13
Milvus 2.0 claims a production cloud-native vector database: a fully distributed, horizontally scalable system (v2.2) that disaggregates query, index, and data…
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Evolution of Milvus Cloud-Scalable Vector DatabaseOpen AI + Data Forum @ Open Source Summit North America 20222022-06-21
Evolution of Milvus Cloud-Scalable Vector Database - Charles Xie & Frank Liu, Zilliz
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Building an Open-source Framework for Generating Embedding VectorsBerlin Buzzwords 20222022-06-12
An open-source framework called towhee provides operator-based pipelines that glue together models, ETL, and vector storage so teams can prototype embedding…
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SWISH: A Shifting-Weight Interface of Simulated Hydrodynamics for Haptic Perception of Virtual ...UIST 20192019-10-20
An ungrounded device actively shifts a 500 g internal mass via a motorized 3-DOF gantry (four motors, PID control, Bluetooth microcontroller, slip ring) to…
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